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Paper Citation Record · LEDGER

World Action Models are Zero-shot Policies

As of 6 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 100 inbound Pith citation observations for arXiv:2602.15922.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2602.15922 v1

Coverage vector

measured 91 of 91 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T16:18:15.003371Z

measured 191 of 191 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 100 of 261 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:38:28.003247Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

91 of 91 outbound references displayed

  • verified exact58
  • verified fuzzy28
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a40017d2-b77f-489b-b245-bd438f6dd2e0 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

World Action Models are Zero-shot Policies Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 1

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arxiv_id, observed 2026-05-11T20:45:22.179902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:ffeb37a203a3b3573eb00f2badd8bb73b6f8a8da680b59c8d0a61f5bd37160d7

Observation e8de21ed-7a5e-4bd5-aa18-5e3d79c67d72 · outbound

This paper cites World Simulation with Video Foundation Models for Physical AI.

World Action Models are Zero-shot Policies World Simulation with Video Foundation Models for Physical AI

Reference 2

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arxiv_id, observed 2026-05-12T23:01:14.323574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:4b042a3d30cec8ab07c5438f4c7ed43bfc79974166dfe02c50b87f163739d9e3

Observation 603bfa97-ba77-43a4-b086-d5c306b7d3e5 · outbound

This paper cites Self-supervised learning from images with a joint-embedding predictive architecture.

World Action Models are Zero-shot Policies Self-supervised learning from images with a joint-embedding predictive architecture

Reference 3

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raw_fallback, observed 2026-05-11T16:18:16.267355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:39932cad7b76d3621d650fef8efea6086b3ac9a3190d7f4690dedb04dab8262a

Observation edea824e-f551-4587-8b00-c2326bdfcfe1 · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

World Action Models are Zero-shot Policies V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 4

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local_arxiv, observed 2026-05-11T16:18:15.244552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:4e786a58422cd98b2f5d48895918a6aa5ef96cfa056096d84d25c7cd80438f20

Observation 6810cfad-70ee-43bc-adc3-12954307d595 · outbound

This paper cites an unresolved cited work.

World Action Models are Zero-shot Policies Unresolved cited work

Reference 5

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unresolved
raw_fallback, observed 2026-05-11T16:18:16.059546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:c1fe842d9cdfedc7bdf2002b15b5ceb36379d6da603c89d3793fdb9a1e9a8c7b

Observation 6f655ad6-6fe8-42f7-b458-41c326773941 · outbound

This paper cites logitFD: an R package for functional principal component logit regression.

World Action Models are Zero-shot Policies logitFD: an R package for functional principal component logit regression

Reference 6

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arxiv_id, observed 2026-05-11T16:18:15.705561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:ed11389a27d230cc1493c2cf710d93ebeb2b93ffc3a551e38d0591ca01461140

Observation 352979cc-3462-4b6e-ade6-0fba10ecd13e · outbound

This paper cites A Careful Examination of Large Behavior Models for Multitask Dexterous Manipulation.

World Action Models are Zero-shot Policies A Careful Examination of Large Behavior Models for Multitask Dexterous Manipulation

Reference 7

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arxiv_id, observed 2026-05-25T04:32:56.991484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:79acf33271b75c450fc5dcfeb78792c16f1cc63304dcf35c42afd47d6ed456e0

Observation 0c6102a6-9dfc-4bfa-8d26-9b49bd797568 · outbound

This paper cites Gen2Act: Human Video Generation in Novel Scenarios enables Generalizable Robot Manipulation.

World Action Models are Zero-shot Policies Gen2Act: Human Video Generation in Novel Scenarios enables Generalizable Robot Manipulation

Reference 8

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arxiv_id, observed 2026-05-15T12:17:01.597427Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:86ce0439525169efb16b1135efd53b23e412f301e32e1c840a10380340483264

Observation 95ae09e7-68eb-4862-b5d5-0417cc39087c · outbound

This paper cites GR00T N1: An Open Foundation Model for Generalist Humanoid Robots.

World Action Models are Zero-shot Policies GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Reference 9

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local_arxiv, observed 2026-05-11T16:18:15.765647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3959c6c1d62d0755da254bf37cfaec0f3908e62fce750f6abbf79276a5d1a53e

Observation 62a5feeb-e68e-4824-8527-c59409b17a9d · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

World Action Models are Zero-shot Policies $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 11

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local_arxiv, observed 2026-05-11T16:18:15.788695Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:f36518fc695c0ef9fe082c74f1219c4512a86d9551f7acf6d8a5afd746873b91

Observation b7692fb3-90be-4e1d-9d30-4b50d6c5931c · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

World Action Models are Zero-shot Policies On the Opportunities and Risks of Foundation Models

Reference 12

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local_arxiv, observed 2026-05-11T16:18:15.801646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3a7574fbdf703685d60539cebdecd9de34545b6d3597bb9094e466cf0a891884

Observation 5da8a70e-4e19-492c-bb7f-7074b1e1ac1c · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

World Action Models are Zero-shot Policies RT-1: Robotics Transformer for Real-World Control at Scale

Reference 13

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local_arxiv, observed 2026-05-11T16:18:15.829154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:f997428c2ca38096b8c5d7faa77015817e33cc10d756dbf8d4a410733ae1855e

Observation 7f0aa1ec-7573-4c8c-89bd-9d7c10351990 · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

World Action Models are Zero-shot Policies RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 14

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verified exact
local_arxiv, observed 2026-05-11T16:18:15.836058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9e754868649f315f5beff834f1748518e2c7876d75c74f5ed5e010ee31d5d4f6

Observation 2c14faea-1a43-470c-85bd-ecfa5da758fc · outbound

This paper cites Do as i can, not as i say: Grounding language in robotic affordances.

World Action Models are Zero-shot Policies Do as i can, not as i say: Grounding language in robotic affordances

Reference 15

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raw_fallback, observed 2026-05-11T16:18:16.150283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3dff5405723d809e4b74c8d3d06b03ca8bf05e10a52b4e97cb8612abc0b823c6

Observation b0b31832-716c-4d63-8f0d-7dd9183921e1 · outbound

This paper cites UniVLA: Learning to Act Anywhere with Task-centric Latent Actions.

World Action Models are Zero-shot Policies UniVLA: Learning to Act Anywhere with Task-centric Latent Actions

Reference 16

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arxiv_id, observed 2026-05-12T15:28:07.265740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:72b235676a63ebe75caaf8c7e8a518ebcd73b83901ca645126acf56f38ea4005

Observation e838f07f-1b58-47ff-8154-a40dfbe6f4d1 · outbound

This paper cites GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation.

World Action Models are Zero-shot Policies GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation

Reference 17

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arxiv_id, observed 2026-05-12T01:09:34.215368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:a3897e1273aa32c6bf075594d6345bd3ce9efd97fd66c31aad58a547c4a25652

Observation 30817c07-5d13-4186-a959-8625fdce1f48 · outbound

This paper cites Spa- tialvlm: Endowing vision-language models with spatial reasoning capabilities.

World Action Models are Zero-shot Policies Spa- tialvlm: Endowing vision-language models with spatial reasoning capabilities

Reference 18

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raw_fallback, observed 2026-05-11T16:18:16.171379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:adcd3c91d8af9df42d2f43c74908e57e16db57487715f4947f3ab54205eac898

Observation aa63da2b-69e8-4167-a700-c95710ca98c6 · outbound

This paper cites Large Video Planner Enables Generalizable Robot Control.

World Action Models are Zero-shot Policies Large Video Planner Enables Generalizable Robot Control

Reference 19

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verified exact
local_arxiv, observed 2026-05-11T16:18:15.864608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:80bfaf3963d39b9181ff24dff63ffd42147d82ce6945cb45cc22bff8e9a335d8

Observation 4de92dac-1cbc-462c-aa26-73fbc5b8e15e · outbound

This paper cites Action100m: A large-scale video action dataset.

World Action Models are Zero-shot Policies Action100m: A large-scale video action dataset

Reference 20

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arxiv_id, observed 2026-05-11T16:18:15.876829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:8b23320fefc0b042e782df6cee4429c4db248eb83967c463c0ea93a41ab027ff

Observation 425581bc-987f-4129-8c59-25e01b9f0346 · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

World Action Models are Zero-shot Policies Emerging Properties in Unified Multimodal Pretraining

Reference 21

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local_arxiv, observed 2026-05-11T16:18:15.883800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:564a4e579747155a682e652b01128b91b24a4692bfb0bc9d5552006eda2e7907

Observation 35bc8d9c-9b47-40d5-8f62-d05ca74af859 · outbound

This paper cites Learning a thousand tasks in a day.Science Robotics, 10(108):eadv7594.

World Action Models are Zero-shot Policies Learning a thousand tasks in a day.Science Robotics, 10(108):eadv7594

Reference 22

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raw_fallback, observed 2026-05-11T16:18:16.203800Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:7f9f42ea599731456bb2e5217c7d2d8d33e700b8d08582eed8a25f82fca7d0cf

Observation 415cdc25-37c9-4baa-85be-fdaec00b3489 · outbound

This paper cites PaLM-E: An Embodied Multimodal Language Model.

World Action Models are Zero-shot Policies PaLM-E: An Embodied Multimodal Language Model

Reference 23

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local_arxiv, observed 2026-05-11T16:18:15.891584Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:a7475c2addc5e63f89642f37d183a5781a07bbda3e48fd02f4f1160235df94be

Observation 8d6b2184-ffd0-4a56-997a-dbcac25d6aa6 · outbound

This paper cites Learning universal policies via text-guided video generation.Advances in neural information processing systems, 36:9156–9172.

World Action Models are Zero-shot Policies Learning universal policies via text-guided video generation.Advances in neural information processing systems, 36:9156–9172

Reference 24

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raw_fallback, observed 2026-05-11T16:18:16.213461Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:b82be29592f23f29ea184e9fa2ebd7bc96cd5862025540a9dc39fe305daf708c

Observation fecd573a-da34-4b28-9db4-b992e6258477 · outbound

This paper cites Tenenbaum, Leslie Pack Kaelbling, Andy Zeng, and Jonathan Tompson.

World Action Models are Zero-shot Policies Tenenbaum, Leslie Pack Kaelbling, Andy Zeng, and Jonathan Tompson

Reference 25

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raw_fallback, observed 2026-05-11T16:18:16.218976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:ec9e0656c65857408431d9d4dcc9ef1ae7d647e24fb9332337930ff2fbe1a9ea

Observation 98db2c35-15e6-426a-a819-4708353555f6 · outbound

This paper cites a photo of{name}weather.

World Action Models are Zero-shot Policies a photo of{name}weather

Reference 26

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arxiv_id, observed 2026-05-11T16:18:15.899946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e8b949a421582005f4109f41a8e3e70c146c6be25f71b9635ecd4f920d8fa56e

Observation cdc1106d-4ea0-46bf-aba6-1af240f0e368 · outbound

This paper cites A taxonomy for evaluating generalist robot policies.

World Action Models are Zero-shot Policies A taxonomy for evaluating generalist robot policies

Reference 27

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verified exact
arxiv_id, observed 2026-05-11T16:18:15.914276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:4298f2533f206e9407e9f8ab30ede445b562e5b62bcd8b71b3133ed75e17ceda

Observation 7fcb2080-e596-4527-b256-dea7d962cfb3 · outbound

This paper cites Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing.

World Action Models are Zero-shot Policies Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing

Reference 28

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arxiv_id, observed 2026-05-11T16:18:15.925581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:90439f0872dbf2a7c607ae06457266ca1fffc7d629812a4a79336cce1b5c31ab

Observation 7f459823-fe2a-454f-bc70-cd077d5fa396 · outbound

This paper cites Gemini Robotics: Bringing AI into the Physical World.

World Action Models are Zero-shot Policies Gemini Robotics: Bringing AI into the Physical World

Reference 29

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local_arxiv, observed 2026-05-11T16:18:15.936566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:18943e820aa54aacad16d43c6e8332f659ce6efd99f86ad0aa7f739e915bf41e

Observation 3fefe932-a0cc-4757-9aec-5ce92cd2a385 · outbound

This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.

World Action Models are Zero-shot Policies Ego4d: Around the world in 3,000 hours of egocentric video

Reference 30

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raw_fallback, observed 2026-05-11T16:18:16.249957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3c306b421b3a33e6fee3fb18433967b5a927bbcd5a0eca8f2940afb4a97e19fe

Observation 81644b77-cc23-4ed2-9588-1721a26a9994 · outbound

This paper cites Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action Environments.

World Action Models are Zero-shot Policies Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action Environments

Reference 31

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arxiv_id, observed 2026-05-11T16:18:15.947032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:b3dedf4725cf94742a9b7d64a2a8d664393730c55c727d16612141565afa1dcc

Observation e5aa6242-856b-44c6-b30c-ce421bb38fe3 · outbound

This paper cites Dream to Control: Learning Behaviors by Latent Imagination.

World Action Models are Zero-shot Policies Dream to Control: Learning Behaviors by Latent Imagination

Reference 32

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arxiv_id, observed 2026-05-12T01:16:36.618198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d697a591127d5d08829f43aa499c7be58026d982e8e55df47ae8bd00325c5fb0

Observation aa326dcd-11f3-4e01-86db-0dd77fc6c670 · outbound

This paper cites Mastering Atari with Discrete World Models.

World Action Models are Zero-shot Policies Mastering Atari with Discrete World Models

Reference 33

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arxiv_id, observed 2026-05-15T01:27:32.049853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:ccc945897443738043924a231704e6da0493a9fed6c6bfe135346125c47e1943

Observation 573b2cf1-e215-41a8-bef2-26d4fca432b2 · outbound

This paper cites Mastering Diverse Domains through World Models.

World Action Models are Zero-shot Policies Mastering Diverse Domains through World Models

Reference 34

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local_arxiv, observed 2026-05-11T16:18:15.987104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e5203bce3ebc32497c4c341c5580b159fa24454ee52dfb0d83d5bbe1adb239d0

Observation 6dc12f24-65cb-4774-a07b-32ca3176c9f3 · outbound

This paper cites Training Agents Inside of Scalable World Models.

World Action Models are Zero-shot Policies Training Agents Inside of Scalable World Models

Reference 35

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arxiv_id, observed 2026-05-15T02:05:52.707385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:1b374d6711c2c3dc60b62b21e229d1674f2b01ac2e4ecce8260981d72d361099

Observation 68daacd7-e512-4008-b979-7bef07fbacf6 · outbound

This paper cites Classifier-Free Diffusion Guidance.

World Action Models are Zero-shot Policies Classifier-Free Diffusion Guidance

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:16.006398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9298affc09fccb1eaecf31f4f2242892f4be5efdeb0b06e92a50c42d90baf605

Observation ae7d31e1-5124-4686-8953-033599f23b64 · outbound

This paper cites EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video.

World Action Models are Zero-shot Policies EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-15T15:40:29.471447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:959b22844135d7f5291810cf6e605a40efc57466a4f0c4665ab4d5aa85a3c7e2

Observation 90112d06-0228-4e59-b12e-287c2be4e454 · outbound

This paper cites Lora: Low-rank adaptation of large language models.ICLR, 1(2):3.

World Action Models are Zero-shot Policies Lora: Low-rank adaptation of large language models.ICLR, 1(2):3

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.094890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d91d364373a08724bdedfb32808f7d0efc4657493016fa9b1ddad1ae2d1f053b

Observation fa8514a4-109d-43e1-833f-00d8d18aba95 · outbound

This paper cites Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations.

World Action Models are Zero-shot Policies Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-12T18:38:11.644840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:4e2d34a4b0f72148f1b38d0855a2568f717a89ae41331039a570e539d918e9eb

Observation 7286c958-9f61-4164-8be7-d7358fdca32f · outbound

This paper cites Inner monologue: Embodied reasoning through planning with language models.

World Action Models are Zero-shot Policies Inner monologue: Embodied reasoning through planning with language models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.119458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:f1558797a30871457f68e51519b8a0aab857f6d98f29a488d8391c0758e8a86e

Observation 24604418-b310-4ca4-8090-4d92d5cbdead · outbound

This paper cites VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models.

World Action Models are Zero-shot Policies VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-13T08:57:22.696664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:c6ad01b2b1ff298097f3f80d0699fa19b2e1060768525b4412ca6939f0f800a4

Observation 07b26bbc-216d-451e-a32c-5ed617159c3d · outbound

This paper cites arXiv preprint arXiv:2601.03782 (2026).

World Action Models are Zero-shot Policies arXiv preprint arXiv:2601.03782 (2026)

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.279253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:8337398f97edb9e1adfc0a8029cbc28b80a02446a3a139b68a27e08aeeca9eab

Observation a11e67e2-907b-4cdf-893e-6c169d6b9f97 · outbound

This paper cites Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion.

World Action Models are Zero-shot Policies Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.290841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:5a8d84196d46b13118b12c593a7b62ab52eaca0c9d547847ca0b51e40450e010

Observation a01cd877-9c20-40c3-b6da-9f472735df92 · outbound

This paper cites Hy-world 1.5: A systematic framework for interactive world modeling with real-time latency and geometric consistency.

World Action Models are Zero-shot Policies Hy-world 1.5: A systematic framework for interactive world modeling with real-time latency and geometric consistency

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.157852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2a500cd8e2f15229a7063ff4cc45cf8c76b330ec075814cd0473cca3f3a7c948

Observation 3ad96b70-f6b4-4e48-b391-3a22ff6280a6 · outbound

This paper cites Po- laRiS: Scalable real-to-sim evaluations for generalist robot policies.

World Action Models are Zero-shot Policies Po- laRiS: Scalable real-to-sim evaluations for generalist robot policies

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.307348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2aeb93082ceb30fb3fb8d63e58d7ec59196db4cfafd4fdb7a2daea72d791311b

Observation 00fb1674-be07-4a48-b1ff-016b2e085fb0 · outbound

This paper cites Dreamgen: Unlocking generalization in robot learning through video world models.

World Action Models are Zero-shot Policies Dreamgen: Unlocking generalization in robot learning through video world models

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.179453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:96130054463b4ecfe34f514b24c9906e4fe630ceb30046fa67e9bf4ad1b58abf

Observation 3d7019b3-5fa6-49cb-85a0-a7444b4df38b · outbound

This paper cites an unresolved cited work.

World Action Models are Zero-shot Policies Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-11T16:18:16.186806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:f11fed0e326c8ea8734fe67c9749b0602c836394fa048ca366301e2db0367b2a

Observation 5d3edfda-2550-4ec7-8132-bf823ffbd98d · outbound

This paper cites Pyramidal flow matching for efficient video generative modeling.arXiv preprint arXiv:2410.05954.

World Action Models are Zero-shot Policies Pyramidal flow matching for efficient video generative modeling.arXiv preprint arXiv:2410.05954

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.326867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:54b0e6315c415f6a3156e7e0e8e5ab594122d7d33550a3d9a747c0ddcee33ba3

Observation c85426fc-0dfb-4116-a6ae-4f7037085982 · outbound

This paper cites 1 rationally engineering rational robots.

World Action Models are Zero-shot Policies 1 rationally engineering rational robots

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.208269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:092fa06b46a5cac2f3050082f469b58824b16633bf42b8a4e3954471edab559d

Observation 4c2253dd-670d-4127-8a5a-f1472e1e156e · outbound

This paper cites Scaling Laws for Neural Language Models.

World Action Models are Zero-shot Policies Scaling Laws for Neural Language Models

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.341367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:99e6bc4d3eceb43c96c9707addaae006e6e0c3cc3c6d34c1c40e1bbef3390753

Observation e1530d3e-d6b8-4c2f-99e1-d6df0288bebc · outbound

This paper cites Emergence of human to robot transfer in vision-language-action models.arXiv preprint arXiv:2512.22414.

World Action Models are Zero-shot Policies Emergence of human to robot transfer in vision-language-action models.arXiv preprint arXiv:2512.22414

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.354509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:a7969de303c7d7fe203d91347caf127195aee44a19f88021c0b5ee137bc3d91f

Observation f4ff556f-dd9b-42a1-bc11-727bd726e29c · outbound

This paper cites DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset.

World Action Models are Zero-shot Policies DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.370700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9d8489e1bc9e7c5a5cd231d6c823d8a8c72cee6c8ca3646a8fd2a67b8a9509b0

Observation 1ce6b292-a84d-4379-a3b8-6eb71fa93db0 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

World Action Models are Zero-shot Policies OpenVLA: An Open-Source Vision-Language-Action Model

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.380575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:70c337dcc2eb19f60190f0aa77e94977e77b8d1224f11b672aaa625b663012e1

Observation d3cfe9b0-22bc-4791-b199-c5fe889f0938 · outbound

This paper cites Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning.

World Action Models are Zero-shot Policies Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-12T14:50:13.054714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2c69575da98a3fa8c901c90d9ed84e8c207b98e07510847839ad4573033401da

Observation 10dcf62a-fbd6-4218-95a1-42e07734c60b · outbound

This paper cites Tenenbaum.

World Action Models are Zero-shot Policies Tenenbaum

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.261182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:301bdfe0c42bc21b6456b4a646f5194fab56cac6dc7ba4b10a15140b1a43d0de

Observation 7b540cbd-68ce-4c0f-84f9-c880fe46d3e9 · outbound

This paper cites Open-world task and motion planning via vision-language model generated constraints.IEEE Robotics and Automation Letters, pages 1–8.

World Action Models are Zero-shot Policies Open-world task and motion planning via vision-language model generated constraints.IEEE Robotics and Automation Letters, pages 1–8

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.211256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:1cdb1b490ff17006cda10e486fc98802488c408e84c584be0c8a295c4c18a111

Observation bc65e7b2-4a1a-4500-b3f5-00fb3a7f962d · outbound

This paper cites A path towards autonomous machine intelligence.Open Review.

World Action Models are Zero-shot Policies A path towards autonomous machine intelligence.Open Review

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.276380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:403de8096ab005905f3cb6fb4250c6414d6e7382aaa6f7324a781a45bb94f955

Observation f9af6f1e-f4e9-493d-9f18-8ae04a9b26b4 · outbound

This paper cites MolmoAct: Action Reasoning Models that can Reason in Space.

World Action Models are Zero-shot Policies MolmoAct: Action Reasoning Models that can Reason in Space

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-14T23:35:23.409560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:7cec4bab1d2678ab76aa95b9665174b6c0a6142a5bd8cd40e37f343d292aac91

Observation 2852c5b5-c6c5-4031-9b8f-ce1811f48afe · outbound

This paper cites Causal World Modeling for Robot Control.

World Action Models are Zero-shot Policies Causal World Modeling for Robot Control

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-12T13:53:52.791726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:7fb4e32e477955be9882261ab02c3e1f898fc0fe74ec7c45db3134b8502ba6cb

Observation b8173b28-4569-4cad-bc53-6169d7364d6b · outbound

This paper cites Unified Video Action Model.

World Action Models are Zero-shot Policies Unified Video Action Model

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-13T17:50:29.857677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:1e13dbf50d9f6a094f2b37dbda317ac9c116b9aae5a9a23c3c35e0c813cde240

Observation 92b44b38-2708-48b3-acb1-e7d019001ff8 · outbound

This paper cites HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation.

World Action Models are Zero-shot Policies HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.431778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:da283077b8c51899df3149d688952fa77c5b8b7ff2d617c393ef4b74924a5d03

Observation 01d386f6-38d9-423e-bd92-cf369673ecfa · outbound

This paper cites Dreamitate: Real-world visuomotor policy learning via video generation.

World Action Models are Zero-shot Policies Dreamitate: Real-world visuomotor policy learning via video generation

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.129590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:0617fac5311ad6c9fd9471714be2d1ea4c8defc2b0c6407aae8a0db8f788606d

Observation 04cd6cb9-3fcc-4308-8a38-6626054d792d · outbound

This paper cites Video Generators are Robot Policies.

World Action Models are Zero-shot Policies Video Generators are Robot Policies

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:43:37.585075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:16c08b7f5df4d95a9e9a027ead7096163cfcd6fa67b8dc42db5f9f7bdd272479

Observation 9672b6e7-f639-4474-81d9-69107027cb81 · outbound

This paper cites Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation.

World Action Models are Zero-shot Policies Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:28:42.077022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:bdcd15e8cc1f714e649d07e379ae84727e756e660d2e522203413b59e751c30f

Observation 9f6dbf79-4c32-4f2d-9a7d-da4c507e4164 · outbound

This paper cites Flow Matching for Generative Modeling.

World Action Models are Zero-shot Policies Flow Matching for Generative Modeling

Reference 66

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.462403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:0e0ecd94468e4dd9a7f6632381ad76ae9a78eb1a68e42e7e00687b73ca281b98

Observation 0b272dd6-30e5-4b0e-bc5d-a57b64d2d314 · outbound

This paper cites Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model.

World Action Models are Zero-shot Policies Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.469639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:610a0f5b3842d8ea1f40e32a181e15687b44504bd673d5adaef8f95d7c52e92f

Observation 78db7401-7835-48d4-a34e-a0951a1f9590 · outbound

This paper cites From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers.

World Action Models are Zero-shot Policies From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.481810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:0ddaffc8e72e8843a678b9af3380447acb305a8a070bac8f4d3987c430b3869d

Observation a3f7c006-e353-49c2-824e-f2b92a0f0d45 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

World Action Models are Zero-shot Policies Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 69

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.488350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3a22cccc1ee92dff48260950ecd3c9ea934425d82e231a72635fa4f8fc3372df

Observation e77f959e-8f76-48ea-986a-3fd077f8707e · outbound

This paper cites Solving new tasks by adapting internet video knowledge.

World Action Models are Zero-shot Policies Solving new tasks by adapting internet video knowledge

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.237979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:ce2b47398697af12b633f9ecdd7f9f999a7ffc85b856b3216e3fe3b09a9ea590

Observation 34b5ba53-fba9-422d-940b-e5e170c3e825 · outbound

This paper cites Nvidia model-optimizer.

World Action Models are Zero-shot Policies Nvidia model-optimizer

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.244665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:db723229032a0ce59256b1aa2f3081484163029331cf986dcfa9ac984ff9d1d5

Observation a2205ef7-9dc3-462a-a77e-39dfcc025a5c · outbound

This paper cites mimic-video: Video-Action Models for Generalizable Robot Control Beyond VLAs.

World Action Models are Zero-shot Policies mimic-video: Video-Action Models for Generalizable Robot Control Beyond VLAs

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:41:00.438292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:b8ed70ad97afe3cbbfc782b1157c55513c4df78b2b09f7a18c3bd418bb91272b

Observation f3859444-12dd-4cc5-8c70-f4e5eab3d792 · outbound

This paper cites $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization.

World Action Models are Zero-shot Policies $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 73

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local_arxiv, observed 2026-05-11T16:18:15.507578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3f316689b17a478dc95f0a1442836773d18b9107fca07acc21ff8a0b0cc21cf9

Observation df08cd3d-ce2b-4ff2-87f9-8429a1be6fdd · outbound

This paper cites Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models.

World Action Models are Zero-shot Policies Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models

Reference 74

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arxiv_id, observed 2026-05-15T22:53:37.470313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e48ca16105cc126b93829f6560a182f9353af8090f39049a95bff02a87aad2f3

Observation 9a24e2d8-c6f9-4063-a470-e468d60b6968 · outbound

This paper cites Progprompt: Generating situated robot task plans using large language models.

World Action Models are Zero-shot Policies Progprompt: Generating situated robot task plans using large language models

Reference 75

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verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.081483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:23ee9353bf9c11bda42348d1d4b292c52ad8e33d81229f93ee793d981ce27d65

Observation ad63b0ea-be21-497d-8ebf-840b04fd301b · outbound

This paper cites Gen-0: Embodied foundation models that scale with physical interaction.Generalist AI Blog.

World Action Models are Zero-shot Policies Gen-0: Embodied foundation models that scale with physical interaction.Generalist AI Blog

Reference 76

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verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.104358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d2c1e921776512fc245172cb7373f04a778c88a8591420ba5ca7beafd23e4b73

Observation 76d9a27f-cb92-4adc-9099-9000db6364b4 · outbound

This paper cites Wan: Open and advanced large-scale video generative models.

World Action Models are Zero-shot Policies Wan: Open and advanced large-scale video generative models

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.134576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:fff2f23f388bce742cf09dc9bc1ec74864914a5160986958cb0cc215d8ab22d0

Observation ddb4dd0d-a749-4054-99f4-e1448607f985 · outbound

This paper cites MAGI-1: Autoregressive Video Generation at Scale.

World Action Models are Zero-shot Policies MAGI-1: Autoregressive Video Generation at Scale

Reference 78

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arxiv_id, observed 2026-05-13T20:31:15.871842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9ad90ebcbda069dda815303e44f7ee0774664fab3cb4b2978796be09c4cd35d2

Observation 988df8f9-9bca-4d5f-b974-f649597393cc · outbound

This paper cites Bridgedata v2: A dataset for robot learning at scale.

World Action Models are Zero-shot Policies Bridgedata v2: A dataset for robot learning at scale

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.164579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:2e234b97de61cd980f5b4fa0d947204ecd0100abed61278d2660c984a3d36457

Observation b5c46c76-bf57-419e-a747-94e7625a8a7f · outbound

This paper cites Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model.

World Action Models are Zero-shot Policies Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model

Reference 80

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verified exact
arxiv_id, observed 2026-05-29T02:04:58.522203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:f84378346f2e2dd1a06a4fa2aa08b4790c135add599555e7fa5c97f63740064e

Observation b00a2e4b-844e-48b1-90a3-590e9f507432 · outbound

This paper cites Unleashing large-scale video generative pre-training for visual robot manipulation.

World Action Models are Zero-shot Policies Unleashing large-scale video generative pre-training for visual robot manipulation

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.224521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:1fa54a87c0499231cf3e699a667d69c7a7b6873b5049d8cdc803e05110717660

Observation efcd437d-7bc8-4df2-a77e-600bb9aa3f95 · outbound

This paper cites Qwen3 Technical Report.

World Action Models are Zero-shot Policies Qwen3 Technical Report

Reference 82

Resolution
verified exact
local_arxiv, observed 2026-05-11T16:18:15.571720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:ec7a34057cbfe8c9381a1c06d678ecd4d0406efb4d57ebf0283e931b182b93b2

Observation ca157c77-c2e6-43b8-8423-2cb9b9cbe195 · outbound

This paper cites Magma: A foundation model for multimodal AI agents.

World Action Models are Zero-shot Policies Magma: A foundation model for multimodal AI agents

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.254247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:c25527d544781df94182d06b42a9e94f0f6fb113396ac3ca364d4f243ae42494

Observation 47f4f30a-b61e-478b-8715-caa2854160b6 · outbound

This paper cites Learning interactive real-world simulators.

World Action Models are Zero-shot Policies Learning interactive real-world simulators

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.280801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:3d73369a816cfcd917e9c3b595078ad6994bc455d094c8d757cbbffdea201282

Observation 2201c726-f36b-4618-a5ed-3cbf503fe0da · outbound

This paper cites Latent action pretraining from videos.

World Action Models are Zero-shot Policies Latent action pretraining from videos

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.076764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:cfe11a4233f7e6943737590308971e964154e98c7e90f236ac9e4ac328c8a2e7

Observation 8f8689b8-2fef-4fdf-a9de-f5a594522352 · outbound

This paper cites From slow bidirectional to fast autoregressive video diffusion models.

World Action Models are Zero-shot Policies From slow bidirectional to fast autoregressive video diffusion models

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.141569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:1414ffdbdb0a979308bb80fced98a1314f661a40dbaf1ef8ed258eba2ec7d3aa

Observation 74e74c3a-6f62-4035-9d77-b47da052f025 · outbound

This paper cites CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models.

World Action Models are Zero-shot Policies CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models

Reference 87

Resolution
verified exact
arxiv_id, observed 2026-05-16T05:21:45.399848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:9cdcb582e25d6cff0a1ef8f8c16339b4e75c8b4d444177253b0539791a7ccc4b

Observation 1f4805da-db6d-4e44-a7b6-eb9821ebee1e · outbound

This paper cites UniPC: A unified predictor-corrector framework for fast sampling of diffusion models.

World Action Models are Zero-shot Policies UniPC: A unified predictor-corrector framework for fast sampling of diffusion models

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.233485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:7db8ab2aae6e4060ef74904c0d8184c403cee21fc3db1fa76c26949f871ae64c

Observation 30597d26-5111-4d8f-99f1-482cffabb722 · outbound

This paper cites TraceVLA: Visual trace prompting enhances spatial-temporal awareness for generalist robotic policies.

World Action Models are Zero-shot Policies TraceVLA: Visual trace prompting enhances spatial-temporal awareness for generalist robotic policies

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T16:18:16.193363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:d382f9502c31d3fe8c9d6a5f21a164d4e0ee88b1ff17c8ae052faf5f681db56b

Observation e8843bd3-7769-46c0-aab1-641306387569 · outbound

This paper cites FLARE: Robot Learning with Implicit World Modeling.

World Action Models are Zero-shot Policies FLARE: Robot Learning with Implicit World Modeling

Reference 90

Resolution
verified exact
arxiv_id, observed 2026-05-17T15:59:09.111136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:402fa7c4422a81222988ccf2bffcb218440091315ccede63225719d11bc8b083

Observation 5118396b-244e-4d74-8f30-e2ee0087a83c · outbound

This paper cites Exploring the limits of vision-language-action manipulations in cross-task generalization.

World Action Models are Zero-shot Policies Exploring the limits of vision-language-action manipulations in cross-task generalization

Reference 91

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:15.644046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:20c8caa2357c15d35d373b3dbebcfd4e2f18b056f20e6f8462c06a2b9ca8a0e9

Observation 6225dd19-422a-4e0d-9e3f-64fea206b751 · outbound

This paper cites RoboDreamer: Learning Compositional World Models for Robot Imagination.

World Action Models are Zero-shot Policies RoboDreamer: Learning Compositional World Models for Robot Imagination

Reference 92

Resolution
verified exact
arxiv_id, observed 2026-05-15T20:47:30.400020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:e52fab0b920890a686bb45da20b02daf3096aab107eeb580628e31607f8c9531

Observation ecea5908-c200-4a99-b966-1c8e87472583 · outbound

This paper cites Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets.

World Action Models are Zero-shot Policies Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets

Reference 93

Resolution
verified exact
arxiv_id, observed 2026-05-13T16:25:00.606134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:18:15.003371Z digest=sha256:98b33a1069069b3a77129832c25f4b74c53908f60cc4beeceb32978ed86c5778

Pith citing papers

Observation de469b2d-6c53-4bb5-a5c4-a826af57a3d7 · inbound

PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation cites this paper.

PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation World Action Models are Zero-shot Policies

Reference 131

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local_arxiv, observed 2026-05-16T15:08:02.061883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-16T15:05:21.907878Z digest=sha256:f718208d1a57e62f19aba5afee5c171e06e242d18589bd1910eb910a2888277f

Observation 01e07147-c4d2-427b-818b-ea58c6b1abca · inbound

Robometer: Scaling General-Purpose Robotic Reward Models via Trajectory Comparisons cites this paper.

Robometer: Scaling General-Purpose Robotic Reward Models via Trajectory Comparisons World Action Models are Zero-shot Policies

Reference 77

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verified exact
local_arxiv, observed 2026-05-15T18:00:12.683477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T17:59:52.365630Z digest=sha256:a88356dbe2aae0173ee397b984d0e642e88dcb897f680a6e2aa5476311f8c2a7

Observation ade2ccc9-72c9-4867-8d39-a29f175c9d67 · inbound

ICLR: In-Context Imitation Learning with Visual Reasoning cites this paper.

ICLR: In-Context Imitation Learning with Visual Reasoning World Action Models are Zero-shot Policies

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T18:38:28.003247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:38:28.003247Z digest=sha256:df188eaeaa3be4f954c9450d8e5fd4b75ab93be953b10004306426f0280439d9

Observation 26f027ec-9d57-4819-a7b3-fc1fbdb273dd · inbound

Reevaluating the Intra-Modal Misalignment Hypothesis in CLIP cites this paper.

Reevaluating the Intra-Modal Misalignment Hypothesis in CLIP World Action Models are Zero-shot Policies

Reference 67

Resolution
unresolved
no resolver link, observed 2026-07-13T23:59:10.664837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:59:10.664837Z digest=sha256:83458f79a5f1ca000ed9bb6c14d6662543e0ae37806a90d0d89f1e6be6809291

Observation 1352869f-ec94-4999-9a4f-b8d60bcb5335 · inbound

Fast-WAM: Do World Action Models Need Test-time Future Imagination? cites this paper.

Fast-WAM: Do World Action Models Need Test-time Future Imagination? World Action Models are Zero-shot Policies

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-14T01:57:29.818653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T01:57:29.753735Z digest=sha256:1e5e71fff6990ac03860f782b4831db4c442f60c866348299f80f0aa167d2091

Observation 34f6c70e-c065-434a-bf56-07b60a5e0ab3 · inbound

Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms cites this paper.

Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms World Action Models are Zero-shot Policies

Reference 225

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local_arxiv, observed 2026-05-14T01:38:35.980339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T01:35:14.878069Z digest=sha256:1edce25b9a3ec48d28cc0e73a297fcaa7355a42ab212a949a8f79d43f87662ef

Observation 7babf827-bf61-4f28-b105-7e20b3107433 · inbound

ManipArena: Comprehensive Real-world Evaluation of Reasoning-Oriented Generalist Robot Manipulation cites this paper.

ManipArena: Comprehensive Real-world Evaluation of Reasoning-Oriented Generalist Robot Manipulation World Action Models are Zero-shot Policies

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-13T16:16:31.380667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T16:16:31.380667Z digest=sha256:cc20c9aa161166eb6d3870d920f9725b9b1a2f80995f59deab7415065b0984ee

Observation 0bb9828e-f30e-4b4b-a858-380d7598d530 · inbound

World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry cites this paper.

World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry World Action Models are Zero-shot Policies

Reference 129

Resolution
unresolved
no resolver link, observed 2026-07-13T14:05:26.303000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T14:05:26.303000Z digest=sha256:d1ba6c73114e36ccc0edfba28cbed96b5d68a586b4464c6a3458a2d8a1f48fc9

Observation ace4aea2-c0d2-4102-a705-009002ba6162 · inbound

Multi-View Video Diffusion Policy: A 3D Spatio-Temporal-Aware Video Action Model cites this paper.

Multi-View Video Diffusion Policy: A 3D Spatio-Temporal-Aware Video Action Model World Action Models are Zero-shot Policies

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-13T18:58:08.908471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T18:54:07.081457Z digest=sha256:96459e18450717df8f7d33bf5443da98d551da1307e55c84da889afd1b9402da

Observation bb610fa9-32ed-469a-ba7c-f31b52d501cf · inbound

Veo-Act: How Far Can Frontier Video Models Advance Generalizable Robot Manipulation? cites this paper.

Veo-Act: How Far Can Frontier Video Models Advance Generalizable Robot Manipulation? World Action Models are Zero-shot Policies

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T20:10:54.362107Z digest=sha256:874b80716101cb58d826ec7605a4e40bbef8dbfcca1850d2a3383eda32c8344e

Observation c986064e-40e0-47ef-9853-770e6dfbea5a · inbound

Action Images: End-to-End Policy Learning via Multiview Video Generation cites this paper.

Action Images: End-to-End Policy Learning via Multiview Video Generation World Action Models are Zero-shot Policies

Reference 65

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:51:05.206602Z digest=sha256:879efe5cc709727ac0932bc4062e5cbcc631c597ccd3add2f248a512be3b76e4

Observation 65048f30-6d76-45b0-a686-67d1059f10c6 · inbound

MoRight: Motion Control Done Right cites this paper.

MoRight: Motion Control Done Right World Action Models are Zero-shot Policies

Reference 85

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T17:38:03.776766Z digest=sha256:c9f7d7c7d05913b15c70881eacf2fc54ddc47a1ba3c9e7df0e320a69ff286ff9

Observation ff8b8e32-8f81-4d72-a40d-2f8c1543cc9f · inbound

ViVa: A Video-Generative Value Model for Robot Reinforcement Learning cites this paper.

ViVa: A Video-Generative Value Model for Robot Reinforcement Learning World Action Models are Zero-shot Policies

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T17:12:08.970164Z digest=sha256:1bd92b86d7eb2d072815a6989f8b98e8f8e8532b7487aff384a1b72d6f1422ad

Observation 42bdcb8e-9641-4727-9860-d04a6200acbd · inbound

Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence cites this paper.

Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence World Action Models are Zero-shot Policies

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-13T00:03:53.609175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T00:03:53.609175Z digest=sha256:5652947f2b5cd51d159f535e7fb83f69fe4da59a905b76c9d57b53a38368a792

Observation 5c1f867f-6930-4dd2-8a8e-952aea9721c7 · inbound

SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds cites this paper.

SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds World Action Models are Zero-shot Policies

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-10T17:13:04.878923Z digest=sha256:3361e7da624781dd67189654f63c519282b186618a0076f1b9fe37118841424a

Observation eb77a341-48b9-4424-9d96-741e706837ed · inbound

Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory cites this paper.

Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory World Action Models are Zero-shot Policies

Reference 47

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:24:14.349469Z digest=sha256:1e1aec2677564be0939ec8730c9773ec3d704df185762a5061b667d0a517934e

Observation 4f5722d8-c9a9-4be9-9f49-696cb3351d3d · inbound

VAG: Dual-Stream Video-Action Generation for Embodied Data Synthesis cites this paper.

VAG: Dual-Stream Video-Action Generation for Embodied Data Synthesis World Action Models are Zero-shot Policies

Reference 77

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T17:16:31.378588Z digest=sha256:f9f58c94a173695d5a14dfa9a3fb5c83afae145b6cb3d49775b4a85029cdfaba

Observation 1b5de46c-9af7-4a02-9e07-f19e92e6a7a0 · inbound

ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents cites this paper.

ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents World Action Models are Zero-shot Policies

Reference 23

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T16:23:37.046640Z digest=sha256:a0724e369cb947ddd2ab382d46a1ac4d0b765051550e85fe4d4d90bcc3ccbe8e

Observation bfe5c6f3-55d5-4228-94c0-63a0543e5767 · inbound

AIM: Intent-Aware Unified world action Modeling with Spatial Value Maps cites this paper.

AIM: Intent-Aware Unified world action Modeling with Spatial Value Maps World Action Models are Zero-shot Policies

Reference 23

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T15:33:26.608951Z digest=sha256:d3e9656b337256b4177af8b50649e62b45cb4f12cd63ad46ff0ce2cd6edeb73b

Observation 7a79ea08-7911-45e4-9f98-459fb77c4817 · inbound

Robotic Manipulation is Vision-to-Geometry Mapping ($f(v) \rightarrow G$): Vision-Geometry Backbones over Language and Video Models cites this paper.

Robotic Manipulation is Vision-to-Geometry Mapping ($f(v) \rightarrow G$): Vision-Geometry Backbones over Language and Video Models World Action Models are Zero-shot Policies

Reference 71

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T15:20:47.418874Z digest=sha256:34382dd7e830ef1a8168974e9497df1f3eb8bb52e1c060439e2210411daa23e4

Observation 244e56f1-9e01-40a4-aa6c-a48e3458de7b · inbound

Goal2Skill: Long-Horizon Manipulation with Adaptive Planning and Reflection cites this paper.

Goal2Skill: Long-Horizon Manipulation with Adaptive Planning and Reflection World Action Models are Zero-shot Policies

Reference 20

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T13:20:46.478358Z digest=sha256:e74d69e3db2588eb05c307dae1ca3e1b6e05884aaa68bc463058c32072af7f2a

Observation c6550c27-9ba7-4787-9485-6b222c5a9707 · inbound

World-Value-Action Model: Implicit Planning for Vision-Language-Action Systems cites this paper.

World-Value-Action Model: Implicit Planning for Vision-Language-Action Systems World Action Models are Zero-shot Policies

Reference 30

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T11:25:57.218073Z digest=sha256:a943166cf530b5dff8365c0a8ed48717d32d82d494557254154e5af4290fdac6

Observation e81a3363-8f73-45ed-aacd-177c9aa7aac0 · inbound

${\pi}_{0.7}$: a Steerable Generalist Robotic Foundation Model with Emergent Capabilities cites this paper.

${\pi}_{0.7}$: a Steerable Generalist Robotic Foundation Model with Emergent Capabilities World Action Models are Zero-shot Policies

Reference 26

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T11:42:34.409651Z digest=sha256:e7cce03b193643f8f718a5dc2189ca9e4c7232d4215b4e498f5dabcda84fc006

Observation ae564810-1a0a-43d3-9573-640a9af90c8f · inbound

DexWorldModel: Causal Latent World Modeling towards Automated Learning of Embodied Tasks cites this paper.

DexWorldModel: Causal Latent World Modeling towards Automated Learning of Embodied Tasks World Action Models are Zero-shot Policies

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T16:42:34.639008Z digest=sha256:7295dce3ed6940a9dc012658a17a4b8fa227a7114007901a54cba1f925774bf4

Observation 541c5fd7-fd8f-4009-a0c5-95b1ecbb4610 · inbound

Human Cognition in Machines: A Unified Perspective of World Models cites this paper.

Human Cognition in Machines: A Unified Perspective of World Models World Action Models are Zero-shot Policies

Reference 203

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:12:15.663761Z digest=sha256:1a4594c5f09d7d58d3ebb2016474e9f7946c96af6d2e58369744b0f6ee76ffe9

Observation c7c378db-cbb9-470b-a50a-f8512867cd83 · inbound

VLA Foundry: A Unified Framework for Training Vision-Language-Action Models cites this paper.

VLA Foundry: A Unified Framework for Training Vision-Language-Action Models World Action Models are Zero-shot Policies

Reference 73

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T02:10:04.003151Z digest=sha256:d662ae68407fc0d84b903acba3f6778f532132faa327cf1dde82aae0768d5f96

Observation 040f18b7-45b2-4999-b06c-ebb5d9433ed1 · inbound

FASTER: Value-Guided Sampling for Fast RL cites this paper.

FASTER: Value-Guided Sampling for Fast RL World Action Models are Zero-shot Policies

Reference 46

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T02:47:36.475845Z digest=sha256:8da5ed8dadd1162f7bb4d74e247192e5ae363ad1d816359bafb1e14c884618f8

Observation 80c3a65b-2533-4995-bc7d-ae0f1eb76361 · inbound

Open-H-Embodiment: A Large-Scale Dataset for Enabling Foundation Models in Medical Robotics cites this paper.

Open-H-Embodiment: A Large-Scale Dataset for Enabling Foundation Models in Medical Robotics World Action Models are Zero-shot Policies

Reference 23

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-09T23:53:09.614994Z digest=sha256:e170529441e696ad4d654b5f74188ffc4da517833a6544a97437cbdf1f015354

Observation 6d200607-1405-4cd6-9bc9-5bb3cb1cf1aa · inbound

Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation cites this paper.

Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation World Action Models are Zero-shot Policies

Reference 24

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verified exact
local_arxiv, observed 2026-05-11T22:26:11.859165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T02:51:27.662262Z digest=sha256:5433bd13a9ecfaf726198fd65bc8e622f1e04702ee7fe7bbad0054da501a7181

Observation dfc9b019-2055-4962-ac8c-5a091d390dc9 · inbound

Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation cites this paper.

Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation World Action Models are Zero-shot Policies

Reference 24

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verified exact
local_arxiv, observed 2026-05-22T11:21:29.123507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-22T11:16:58.104663Z digest=sha256:baa4a620497ee887a713071fe8d06fcd274d98c336724752b89deef35c15692f

Observation 4241a71b-2d00-4876-8252-6a85f10a4886 · inbound

Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising cites this paper.

Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising World Action Models are Zero-shot Policies

Reference 9

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verified exact
local_arxiv, observed 2026-05-12T09:31:26.229888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-07T10:40:04.767657Z digest=sha256:e242029c6f9ca5a180853154fae1ec7821358ddbdb621d7442605d15eaaecefc

Observation ae8dc784-0234-4384-a6e1-c2f0006e2eff · inbound

Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising cites this paper.

Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising World Action Models are Zero-shot Policies

Reference 9

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local_arxiv, observed 2026-05-11T22:11:12.174956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T03:20:04.435904Z digest=sha256:8f5a8c91cfd8522cd31925e656cd9e0be1a4a8d4aa2787403edc842f7f8a7dda

Observation 42066481-c7ff-4aba-8af0-5eda869d9ae1 · inbound

Motubrain: An Advanced World Action Model for Robot Control cites this paper.

Motubrain: An Advanced World Action Model for Robot Control World Action Models are Zero-shot Policies

Reference 36

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verified exact
local_arxiv, observed 2026-05-12T10:31:30.453192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-07T05:43:39.460499Z digest=sha256:b8aa9767f1abaf982d0f519272f835de895f109d282e8c60b30f952a848150c2

Observation 7a23a35e-c1bc-4f74-888a-324a26d36e20 · inbound

Motubrain: An Advanced World Action Model for Robot Control cites this paper.

Motubrain: An Advanced World Action Model for Robot Control World Action Models are Zero-shot Policies

Reference 36

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unresolved
no resolver link, observed 2026-07-14T19:23:12.457777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T19:23:12.457777Z digest=sha256:f07433e3b4d4781589ec76d61ee548dfdbf68a6f506d72e7b8b597260251bd8f

Observation 536e0d6e-3258-48a3-9056-76afb21838d8 · inbound

Motubrain: An Advanced World Action Model for Robot Control cites this paper.

Motubrain: An Advanced World Action Model for Robot Control World Action Models are Zero-shot Policies

Reference 36

Resolution
unresolved
no resolver link, observed 2026-07-15T11:21:34.697500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T11:21:34.697500Z digest=sha256:6f2dad52abb8a3c8348732776033dd0c93a5c0243957112ab5be61750ce7223c

Observation 26f15228-b38d-4b82-92ec-6dee201815c1 · inbound

Motubrain: An Advanced World Action Model for Robot Control cites this paper.

Motubrain: An Advanced World Action Model for Robot Control World Action Models are Zero-shot Policies

Reference 36

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unresolved
no resolver link, observed 2026-08-02T15:15:14.016078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T15:15:14.016078Z digest=sha256:ca4cc9bfbcaaf6a5beb6f98d9ae174e54c648dc65dd218573003cb23678782e9

Observation 75baf385-5206-4266-ab69-340ef2fdcbfe · inbound

Being-H0.7: A Latent World-Action Model from Egocentric Videos cites this paper.

Being-H0.7: A Latent World-Action Model from Egocentric Videos World Action Models are Zero-shot Policies

Reference 12

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arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-09T20:48:01.461993Z digest=sha256:6ccd325fcf193edc9594392c52fdfd25466001875893a61b4c10dfcd9b9155b2

Observation 7a3f8792-a682-46e4-afe0-c4a6055a08cf · inbound

RLDX-1 Technical Report cites this paper.

RLDX-1 Technical Report World Action Models are Zero-shot Policies

Reference 113

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local_arxiv, observed 2026-05-12T10:51:30.701349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-07T16:06:10.595164Z digest=sha256:091c67a4c10b967935e7bda818e33fe540cb626f425bbe1a382c2109494e34a7

Observation 607b7e50-138c-46a3-a28e-d1866dbd7ef5 · inbound

RLDX-1 Technical Report cites this paper.

RLDX-1 Technical Report World Action Models are Zero-shot Policies

Reference 113

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T19:02:19.756092Z digest=sha256:4222e6e8051ac0ac33ab55e60931c2faaea5482eb2d455ecd81da357296e1924

Observation 0c155ecb-9b72-4be2-b65a-1f8c54baf521 · inbound

EA-WM: Event-Aware Generative World Model with Structured Kinematic-to-Visual Action Fields cites this paper.

EA-WM: Event-Aware Generative World Model with Structured Kinematic-to-Visual Action Fields World Action Models are Zero-shot Policies

Reference 28

Resolution
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local_arxiv, observed 2026-05-11T18:51:06.554806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T13:50:37.638842Z digest=sha256:d42a3fb0f06e20471201f9e7cc68c792a8335cfeafc4fe4216ca71422c91a420

Observation fa36dde6-0977-4d5d-8b95-53c1fddef084 · inbound

When to Trust Imagination: Adaptive Action Execution for World Action Models cites this paper.

When to Trust Imagination: Adaptive Action Execution for World Action Models World Action Models are Zero-shot Policies

Reference 29

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verified exact
local_arxiv, observed 2026-05-11T20:21:13.063007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T09:17:18.017938Z digest=sha256:f83149bbe2e1173e21c8a39b383150c52970fc9d8b66c21b34f473f38eb10e21

Observation effe3b71-087f-45b7-b50e-e3171eeaac75 · inbound

When to Trust Imagination: Adaptive Action Execution for World Action Models cites this paper.

When to Trust Imagination: Adaptive Action Execution for World Action Models World Action Models are Zero-shot Policies

Reference 30

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verified exact
local_arxiv, observed 2026-05-12T08:01:31.288276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-12T01:22:49.557507Z digest=sha256:f9ab0614f1aba77389a4ed9c0e418d076fa9a2d29f842c1f3f51f4c08970925f

Observation 92ac4846-de72-4f4c-bb2f-f3bf09f30cae · inbound

CKT-WAM: Parameter-Efficient Context Knowledge Transfer Between World Action Models cites this paper.

CKT-WAM: Parameter-Efficient Context Knowledge Transfer Between World Action Models World Action Models are Zero-shot Policies

Reference 17

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metadata mismatch
local_arxiv, observed 2026-05-11T20:26:11.815215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-08T09:05:51.407552Z digest=sha256:873de0d84415b703d3291db93a7ba2e02de7f32759d0b8b8e6f8c072d44ea35d

Observation 9b9c573c-a130-4b67-9a2c-6f231debb873 · inbound

OA-WAM: Object-Addressable World Action Model for Robust Robot Manipulation cites this paper.

OA-WAM: Object-Addressable World Action Model for Robust Robot Manipulation World Action Models are Zero-shot Policies

Reference 89

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verified exact
local_arxiv, observed 2026-05-11T20:31:08.773089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T08:52:07.545191Z digest=sha256:970ba02e3f5368b3011a43aa31b69a5d5899c0b19553b72ff003b632c63ad960

Observation 46200a8f-de69-4f1b-a827-e7e16c956d9e · inbound

NoiseGate: Learning Per-Latent Timestep Schedules as Information Gating in World Action Models cites this paper.

NoiseGate: Learning Per-Latent Timestep Schedules as Information Gating in World Action Models World Action Models are Zero-shot Policies

Reference 3

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verified exact
arxiv_id, observed 2026-05-11T16:18:16.286837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T02:57:03.927659Z digest=sha256:a4472fbe5d06327c5d7af903a1ec8ac299fb90ba7bb069a1aa0799ede9626acd

Observation ae9d9b6b-3c75-4792-a0dd-56c021eea4ba · inbound

ACWM-Phys: Investigating Generalized Physical Interaction in Action-Conditioned Video World Models cites this paper.

ACWM-Phys: Investigating Generalized Physical Interaction in Action-Conditioned Video World Models World Action Models are Zero-shot Policies

Reference 35

Resolution
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local_arxiv, observed 2026-05-12T07:31:34.076161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-12T02:32:24.412202Z digest=sha256:7118b9b171c50493940dddab3ed10b3ff582da3a46923e8e508c16eb3f787909

Observation c16f9b69-c80f-4ccb-93e2-bf94324c9cd5 · inbound

ACWM-Phys: Investigating Generalized Physical Interaction in Action-Conditioned Video World Models cites this paper.

ACWM-Phys: Investigating Generalized Physical Interaction in Action-Conditioned Video World Models World Action Models are Zero-shot Policies

Reference 35

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verified exact
local_arxiv, observed 2026-05-20T23:39:13.349271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T23:36:21.849680Z digest=sha256:36129fe5119335aa92f1c0be8551289b00f50c8da378fe7440e4820d270651ea

Observation 593fcbb0-9df7-40c3-abc4-7d4b1468af90 · inbound

ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models cites this paper.

ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models World Action Models are Zero-shot Policies

Reference 54

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verified exact
local_arxiv, observed 2026-05-12T06:26:26.803338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-12T04:14:54.885244Z digest=sha256:52f43e3c19975a41b98e0845ad9b91bc99d340f7074d5d9f52e9011310d11cec

Observation 3838e779-7247-468b-8151-0ca8486dcaa8 · inbound

ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models cites this paper.

ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models World Action Models are Zero-shot Policies

Reference 54

Resolution
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local_arxiv, observed 2026-05-14T21:17:59.463078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T21:14:56.501485Z digest=sha256:6b3a314d54964412c10cc4c9328b5410c059b66b7e36914b0f0350009ab0eb4f

Observation ee22cf2a-5afb-4584-bc7d-41d2d47cdc5d · inbound

The DAWN of World-Action Interactive Models cites this paper.

The DAWN of World-Action Interactive Models World Action Models are Zero-shot Policies

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-05-13T02:07:07.522066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T02:05:07.140357Z digest=sha256:fdf98b5ff88ed7ffda3ffb69fa3ce815d5b4d289113232220115c2d65f0b2650

Observation 8b94ec46-c75a-485b-bf40-0f6dd67dd2ee · inbound

Nautilus: From One Prompt to Plug-and-Play Robot Learning cites this paper.

Nautilus: From One Prompt to Plug-and-Play Robot Learning World Action Models are Zero-shot Policies

Reference 64

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verified exact
local_arxiv, observed 2026-05-13T01:07:00.171518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T01:05:44.188530Z digest=sha256:83d4457ea020c3cefc12a2ddd8bfa5eedbca7609996b9922f68ea9fc2f48df9e

Observation 773dc9fc-6cd3-40b3-b330-1c83cb33773f · inbound

Nautilus: From One Prompt to Plug-and-Play Robot Learning cites this paper.

Nautilus: From One Prompt to Plug-and-Play Robot Learning World Action Models are Zero-shot Policies

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-02T14:19:53.462018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:19:53.462018Z digest=sha256:d4dafab3e89354c3635ae331119f50db3e3730f18533018ec750551fae0d5e0f

Observation b3a1f224-543e-46e2-9260-47bc0728503b · inbound

World Action Models: The Next Frontier in Embodied AI cites this paper.

World Action Models: The Next Frontier in Embodied AI World Action Models are Zero-shot Policies

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-05-13T05:02:17.734254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T05:01:16.802019Z digest=sha256:4910f99a2abfaac8f92cfaab65db4625aa226039f3b45661bbd8561b69d13a4d

Observation 72362d4e-8dc0-4e16-846d-64f30624ce81 · inbound

From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot Manipulation cites this paper.

From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot Manipulation World Action Models are Zero-shot Policies

Reference 52

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T04:57:17.915191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T04:44:03.661688Z digest=sha256:ba9afc42edee5f7dc9dd3d6b8d75f9066a51575025fb72340e1f084d7ae1a5f2

Observation e420b44e-8b00-4b94-9bb6-e34922955b35 · inbound

Pyramid Forcing: Head-Aware Pyramid KV Cache Policy for High-Quality Long Video Generation cites this paper.

Pyramid Forcing: Head-Aware Pyramid KV Cache Policy for High-Quality Long Video Generation World Action Models are Zero-shot Policies

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-14T19:49:25.529767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T19:49:04.707675Z digest=sha256:8dcce1509964c344f2bf403cd95c35c99cdf692bbdaa713b72da9b4741b85bd4

Observation 69b7a4c3-8231-4e75-a3d2-8758ee21d499 · inbound

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data cites this paper.

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data World Action Models are Zero-shot Policies

Reference 5

Resolution
metadata mismatch
local_arxiv, observed 2026-05-14T17:57:33.361116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-14T17:54:50.325820Z digest=sha256:6550574f9cac9bb79646de3e387f3b1472d988ec45b2326a9c02bcfe0828dd03

Observation 863b8a7b-6f99-46bb-b628-3be9f3740ae0 · inbound

CreFlow: Corrective Reflow for Sparse-Reward Embodied Video Diffusion RL cites this paper.

CreFlow: Corrective Reflow for Sparse-Reward Embodied Video Diffusion RL World Action Models are Zero-shot Policies

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-05-15T02:43:33.267846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T02:42:08.454469Z digest=sha256:504d633dc8d927bfc4adb17adcab2d82ababb34ea18034bd797e64ea5a435c74

Observation 4fb7bccc-4f41-4068-bf0a-acab541bdad4 · inbound

Pelican-Unify 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action cites this paper.

Pelican-Unify 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action World Action Models are Zero-shot Policies

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-05-15T03:19:44.186895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T03:15:35.678011Z digest=sha256:82ec7f8b84824c57a925d07eba963e21126859fded54359845efe70698b30c31

Observation b9041bfa-0377-47a0-aa59-54702cb0bef7 · inbound

Pelican-Unify 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action cites this paper.

Pelican-Unify 1.0: A Unified Embodied Intelligence Model for Understanding, Reasoning, Imagination and Action World Action Models are Zero-shot Policies

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:46:22.369203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-22T09:45:13.742534Z digest=sha256:7b62d27458a16248e6c0d872a586dce2d2b11fb5f9649f93db53d2213ecd3d73

Observation 2f6c7274-068e-44fc-bfd3-9f37793e8131 · inbound

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer cites this paper.

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer World Action Models are Zero-shot Policies

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-05-15T14:00:03.401266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T13:56:17.912350Z digest=sha256:e50d964c035a86e918e154880f53dba4ee9e662fb888022a2ad9bc8eace0f406

Observation 046d67e6-5da3-4ae8-a777-13f2203bac5b · inbound

EgoExo-WM: Unlocking Exo Video for Ego World Models cites this paper.

EgoExo-WM: Unlocking Exo Video for Ego World Models World Action Models are Zero-shot Policies

Reference 77

Resolution
verified exact
local_arxiv, observed 2026-05-19T14:32:36.083936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T14:32:27.920029Z digest=sha256:d0c4ffd64747cd2e9a3d1c71656b1d68739fe168cb7220d8b3e556eff5c02ef4

Observation f90b2da8-5507-4242-982c-4b419aca5ee1 · inbound

EgoExo-WM: Unlocking Exo Video for Ego World Models cites this paper.

EgoExo-WM: Unlocking Exo Video for Ego World Models World Action Models are Zero-shot Policies

Reference 77

Resolution
verified exact
local_arxiv, observed 2026-06-30T20:35:03.040025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T20:26:11.104536Z digest=sha256:5a608fce3fc213415d9783f1f1acfce6bb0262dcdfb85214f0f028689e27d4a7

Observation 3e0bae65-14ea-48d3-b568-ba57db48e350 · inbound

Feedback World Model Enables Precise Guidance of Diffusion Policy cites this paper.

Feedback World Model Enables Precise Guidance of Diffusion Policy World Action Models are Zero-shot Policies

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-20T19:13:40.616324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T19:09:20.097992Z digest=sha256:f1f3d122922e7389686a2b76009d0e469cc6d3d3d4f5380ba920755964f9e831

Observation 718ab74f-7e76-47b8-8917-15dbd9c0c14e · inbound

UAM: A Dual-Stream Perspective on Forgetting in VLA Training cites this paper.

UAM: A Dual-Stream Perspective on Forgetting in VLA Training World Action Models are Zero-shot Policies

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-05-20T19:28:55.165529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T19:24:57.339949Z digest=sha256:a17473c608e3912b0cc472abdf641eb3a066331470001eef574550268449d391

Observation 97bbf8ca-d264-47e2-b898-a4a5dbe85c01 · inbound

WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation cites this paper.

WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation World Action Models are Zero-shot Policies

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-05-20T17:48:48.636997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T17:47:32.953903Z digest=sha256:ee4ca0146903f95c71ec295d9a3e2fa1b9929699956cecd1cb4e09c9971e215d

Observation e39d930a-895f-4493-b0e8-6a46a2cb6700 · inbound

How to Instruct Your Robot: Dense Language Annotations Power Robot Policy Learning cites this paper.

How to Instruct Your Robot: Dense Language Annotations Power Robot Policy Learning World Action Models are Zero-shot Policies

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-20T15:23:25.237958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T15:18:40.457780Z digest=sha256:74ab2bf7613b664b3aa45307f294edab42771850e91176b2540877701d90107d

Observation 07333b04-c522-466b-9adc-66f641cdc856 · inbound

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform cites this paper.

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform World Action Models are Zero-shot Policies

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:03:13.691096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T10:59:54.879907Z digest=sha256:6d8740c0e0add56e790743d7f5e0c2415a4a7836d2b2c39190051add33f59565

Observation 24937ebe-2f5f-4fc7-b5b8-7307955d9e68 · inbound

Key-Gram: Extensible World Knowledge for Embodied Manipulation cites this paper.

Key-Gram: Extensible World Knowledge for Embodied Manipulation World Action Models are Zero-shot Policies

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-20T09:13:10.155877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T09:09:20.538333Z digest=sha256:e27dd6a80a630435fd8c50226b3f3d384670ca67c86ac669afbeb4e3e86d2a9f

Observation 029dbabd-7274-4677-9563-6a95f0db90b0 · inbound

World-Ego Modeling for Long-Horizon Evolution in Hybrid Embodied Tasks cites this paper.

World-Ego Modeling for Long-Horizon Evolution in Hybrid Embodied Tasks World Action Models are Zero-shot Policies

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-20T06:38:05.656748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T06:36:47.265734Z digest=sha256:829f954937e7e0958c99e2d16328836b05f3b492c7ef42645769073ccb3c12ff

Observation 0afe1dda-8dfe-443d-b9e6-12e0e383a311 · inbound

GaussianDream: A Feed-Forward 3D Gaussian World Model for Robotic Manipulation cites this paper.

GaussianDream: A Feed-Forward 3D Gaussian World Model for Robotic Manipulation World Action Models are Zero-shot Policies

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T17:54:58.022959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T17:50:06.761797Z digest=sha256:a5bdd43b4f493b7a45bc796682d48e4c1d87854eada00a23a7155b6198a544a9

Observation b637b31e-3bb7-4835-bcd1-bdb91912a570 · inbound

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning cites this paper.

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning World Action Models are Zero-shot Policies

Reference 119

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local_arxiv, observed 2026-05-22T06:34:40.877886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-22T06:33:36.846345Z digest=sha256:9594d1333ef02cbfac9b6f99cf7d43dc065de694fb254d622a7c6390bc5da781

Observation d98ef86e-8862-40b4-9ba0-b0bef16cb671 · inbound

WorldKV: Efficient World Memory with World Retrieval and Compression cites this paper.

WorldKV: Efficient World Memory with World Retrieval and Compression World Action Models are Zero-shot Policies

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-05-22T06:21:10.209945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-22T06:20:18.637998Z digest=sha256:de545d4b15d976873f0b954333b1ff91df77128cfa056f735d04a1829a7e7030

Observation 58a724bf-b30a-46fc-ba88-806a0d4ece19 · inbound

Remember to be Curious: Episodic Context and Persistent Worlds for 3D Exploration cites this paper.

Remember to be Curious: Episodic Context and Persistent Worlds for 3D Exploration World Action Models are Zero-shot Policies

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-22T06:46:10.677054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-22T06:45:33.135713Z digest=sha256:14158f1e3b94af45c7d81019df0b876b38add14e09f0bb78a53007a060f215bf

Observation 66d20131-c790-4168-9aee-12d8a3a798e3 · inbound

Point Tracking Improves World Action Models cites this paper.

Point Tracking Improves World Action Models World Action Models are Zero-shot Policies

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-25T03:56:37.119367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T03:51:10.921839Z digest=sha256:ed65123c41ad6ea9263a5f2894674ec477fb448145acf966b2a063b570735ffc

Observation 188f9230-ede0-4e3f-9fab-f4ce64ea2c06 · inbound

ECHO: Terminal Agents Learn World Models for Free cites this paper.

ECHO: Terminal Agents Learn World Models for Free World Action Models are Zero-shot Policies

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T15:04:46.494499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T14:57:03.095107Z digest=sha256:0ccf0ab3a955dba0ebbf2c85fcda0a2579f461a984de310c41afa926f7ac9a90

Observation 3d76a46d-69a3-4ac1-bc05-26a7c559940b · inbound

World Models as Group Actions cites this paper.

World Models as Group Actions World Action Models are Zero-shot Policies

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-06-30T13:24:40.275346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T13:17:42.720825Z digest=sha256:43aa9084ca1392e24c56e2c30b4ce9c9c438debb5444e41f75cd04da6c374502

Observation 681943df-f818-48ca-954d-241cb7176588 · inbound

Turning Video Models into Generalist Robot Policies cites this paper.

Turning Video Models into Generalist Robot Policies World Action Models are Zero-shot Policies

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-06-29T12:43:26.019122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T12:34:55.440907Z digest=sha256:9ed3e6a8169f71689af0039a5ee59bec7ddff0aa713d790f73a041ab367e47d0

Observation c7c3b7fb-b617-4bd1-88bc-dd44ceddb199 · inbound

SANTS: A State-Adaptive Scheduler for World Action Models cites this paper.

SANTS: A State-Adaptive Scheduler for World Action Models World Action Models are Zero-shot Policies

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-06-29T12:03:24.129532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T11:57:36.200662Z digest=sha256:bdbf1bf6bec0e6b09bdfd247eebf982b9064901913b15c165e32b6312b7c9783

Observation fb674363-3d46-486a-8584-6f2199ffc225 · inbound

SANTS: A State-Adaptive Scheduler for World Action Models cites this paper.

SANTS: A State-Adaptive Scheduler for World Action Models World Action Models are Zero-shot Policies

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-15T11:04:29.593725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T11:04:29.593725Z digest=sha256:798f32127ed301a66e8eef07ec85139c65665c98c29c2d48c88bd62166173072

Observation a5e8e631-9762-4317-8a2e-b9703bd811e2 · inbound

DriveWAM: Video Generative Priors Enable Scalable World-Action Modeling for Autonomous Driving cites this paper.

DriveWAM: Video Generative Priors Enable Scalable World-Action Modeling for Autonomous Driving World Action Models are Zero-shot Policies

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-06-29T13:43:28.502339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T13:42:27.136257Z digest=sha256:8d353e42d4ba1d5ebe1d0a31e1b517dc74ae938f72c116c82a66f3e2c0626a2b

Observation 805d1b68-6a45-4207-8bfc-666cf78d91c4 · inbound

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players cites this paper.

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players World Action Models are Zero-shot Policies

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-06-29T13:53:29.093362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T13:34:03.020051Z digest=sha256:321669b3e16ad4f8ff810d4dfa5152cc672cfa31eab13c3a830d906a2ce7ad23

Observation 583c5fb2-3603-4b3d-a194-8893782329e5 · inbound

Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring cites this paper.

Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring World Action Models are Zero-shot Policies

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-06-28T22:42:46.618117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T22:39:15.211339Z digest=sha256:c46f5947755a82e0fa0b2a33591dfc626a417efa54e03c4016eb8033cdb84a05

Observation efee3062-4966-4988-bd9d-82c04929a136 · inbound

Wall-OSS-0.5 Technical Report cites this paper.

Wall-OSS-0.5 Technical Report World Action Models are Zero-shot Policies

Reference 73

Resolution
verified exact
local_arxiv, observed 2026-07-01T19:26:00.525259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T22:35:00.258436Z digest=sha256:dcbf767466dcac08922b79c37c9c68b4ed6ea246d3b1933ee73d8f0f1eccd849

Observation 28ed29fc-80fc-4b1f-b420-34285882e17b · inbound

World Models for Robotic Manipulation: A Survey cites this paper.

World Models for Robotic Manipulation: A Survey World Action Models are Zero-shot Policies

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-06-29T12:33:25.173790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T12:24:18.025364Z digest=sha256:82568a7926ff948ef712b1e667e8e873e85991636f84405276b432fe747096c0

Observation 46d6227f-9160-4f92-ac81-1a17e37fab2e · inbound

OptiWorld: Optimal Control for Video World Generation under Physical Constraints cites this paper.

OptiWorld: Optimal Control for Video World Generation under Physical Constraints World Action Models are Zero-shot Policies

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-06-28T19:32:35.560115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T19:02:51.848742Z digest=sha256:1a185f245ed314d675805a4f4e50cefa827679fc0be1ac09e7e2f58796504e77

Observation 69de8650-2de7-45a0-9b4b-ad220b3222ca · inbound

PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking cites this paper.

PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking World Action Models are Zero-shot Policies

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-06-28T19:02:33.594544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T18:55:23.344228Z digest=sha256:22dd3320fed0c162778f49a5c7e2c4a6824db1844554a31be84ab1750fb2f4e8

Observation 6a24aed4-54fd-46c6-99ca-5f7ad7bfe253 · inbound

PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking cites this paper.

PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking World Action Models are Zero-shot Policies

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T12:45:04.986679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:45:04.986679Z digest=sha256:36287544311c0e14bc948911958441b5637273ea9a57f574875f2b2220d4c169

Observation 17bf33a1-a011-4d75-bab8-34460fa3dd70 · inbound

$\tau_0$-WM: A Unified Video-Action World Model for Robotic Manipulation cites this paper.

$\tau_0$-WM: A Unified Video-Action World Model for Robotic Manipulation World Action Models are Zero-shot Policies

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-06-28T17:22:24.496329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T17:21:06.079898Z digest=sha256:c53f4e8f604bb6c2895db06b178f953b7ba4095391a75d5ad5816e7d2aa85b38

Observation 9ce8d1c6-0ba0-4301-a052-d5281ee024cc · inbound

ImagineUAV: Aerial Vision-Language Navigation via World-Action Modeling and Kinodynamic Planning cites this paper.

ImagineUAV: Aerial Vision-Language Navigation via World-Action Modeling and Kinodynamic Planning World Action Models are Zero-shot Policies

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-07-01T21:16:14.924351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T17:13:10.713616Z digest=sha256:ecedc6de3af40d2aecdc02c05aee3b3d60bad5d3732d59cf042b56869b2acf04

Observation 3e9031cb-76d1-4a17-8225-03562fb88f11 · inbound

WALL-WM: Carving World Action Modeling at the Event Joints cites this paper.

WALL-WM: Carving World Action Modeling at the Event Joints World Action Models are Zero-shot Policies

Reference 83

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:36:22.422821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T14:15:14.454649Z digest=sha256:27ba4f0857656da74b548763374119de526b96bd1d10c6d93c29f1a06a67caa0

Observation 0cfc0e64-2446-449b-bf13-50740944680b · inbound

Dexterity-BEV: Aligning 3D World and Actions for Generalizable Robot Policies Learning cites this paper.

Dexterity-BEV: Aligning 3D World and Actions for Generalizable Robot Policies Learning World Action Models are Zero-shot Policies

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:06:20.420963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T14:41:50.084254Z digest=sha256:f66555ffdefcbb8e005ec77dc0ebb7dd17485f6cc752988e171d3ead87308b93

Observation ef67987e-5026-47dc-807f-0f102807e249 · inbound

RoboDream: Compositional World Models for Scalable Robot Data Synthesis cites this paper.

RoboDream: Compositional World Models for Scalable Robot Data Synthesis World Action Models are Zero-shot Policies

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:36:23.592764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T14:07:31.809341Z digest=sha256:cac7d30fdbcd2a987e3c2aa0d8356a8de420685f2b4cbb3317d18e2ec3a62728

Observation a991cf88-5fe8-49ab-b94a-c666e1ce5536 · inbound

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions cites this paper.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions World Action Models are Zero-shot Policies

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:26:21.709311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:0c594794e6121ac05f99e89405cb97d94e944fc973c1a5ff1dd82bc88c300fb1

Observation b210e9a5-fc2a-46e8-a33a-59cb8e483e08 · inbound

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation cites this paper.

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation World Action Models are Zero-shot Policies

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-07-02T02:06:27.455643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T11:11:46.428727Z digest=sha256:8bea69a4cee36172cc9559880e6c3221853d2b3416ec8eaf75adfcfea2f3829f

Observation 2fa3a65d-5546-4000-b61e-52aa5d9cd584 · inbound

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation cites this paper.

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation World Action Models are Zero-shot Policies

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-02T12:34:20.400185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:34:20.400185Z digest=sha256:5c13adb442527b16e885344ee88add0dc75476e44cdacdc4d5d398cf6a137f05

Observation ae0f6064-2991-4404-8d56-44928f332889 · inbound

GeoSem-WAM: Geometry- and Semantic-Aware World Action Models cites this paper.

GeoSem-WAM: Geometry- and Semantic-Aware World Action Models World Action Models are Zero-shot Policies

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-07-02T03:16:34.647503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T10:11:10.246045Z digest=sha256:dc40b42cf4b872556697835a842346b8c0c577bc82a42878cb99ac9e5b65b2c7

Observation 3677c042-3ce3-4940-a493-341728c9756c · inbound

See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence cites this paper.

See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence World Action Models are Zero-shot Policies

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T02:56:29.734479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-28T10:25:36.747191Z digest=sha256:3bf90162d237ca5198e74e3cd02c754a9b4ffe3b34550c78029343ae38b080ea

Observation 1a05efb9-e43e-46d1-88c7-ebdb3e6d1980 · inbound

Revisiting Embodied Chain-of-Thought for Generalizable Robot Manipulation cites this paper.

Revisiting Embodied Chain-of-Thought for Generalizable Robot Manipulation World Action Models are Zero-shot Policies

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-07-02T03:46:33.187246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T09:40:04.685274Z digest=sha256:df04d6050193afdb443e9581df418bfdcc36d2ebc8cc53ba0aefda8d537a3d5c

Observation 1ab79d71-5b5c-479e-9274-a95eb6d05875 · inbound

PointAction: 3D Points as Universal Action Representations for Robot Control cites this paper.

PointAction: 3D Points as Universal Action Representations for Robot Control World Action Models are Zero-shot Policies

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-07-02T03:16:34.906477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T10:09:48.280446Z digest=sha256:024497513c594efeb24d9943237e3da1bb95a2b082db49edd39c40260433fc9d

Observation e6ce7c12-2569-4435-a292-498b1b211c7a · inbound

UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation cites this paper.

UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation World Action Models are Zero-shot Policies

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-07-02T03:06:29.466690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T10:23:43.501656Z digest=sha256:de78c9c36bd2770b43ec98ecbbf047478c7b2b49de7536b788718c0214e57f05