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Paper Citation Record · LEDGER

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

As of 13 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 12 inbound Pith citation observations for arXiv:2412.00171.

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

pith.paper-citation-record.v1
2412.00171 v3

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:47:13.922922Z

measured 83 of 83 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:50:17.417339Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T11:08:03.062504Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact0
  • verified fuzzy42
  • unresolved28
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c8fdf7e2-4714-4dba-a889-2d6bf24bb5bd · outbound

This paper cites Visual instruction tun- ing,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Visual instruction tun- ing,

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.355482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.587773Z digest=sha256:0b2cb08e22d50676f5dd55d4c7ff6a6f86c4ded4b370d939d998873e9773c4fc

Observation 519b482b-cc46-4f81-bd1a-de8ccf35dfaa · outbound

This paper cites Improved baselines with visual instruction tuning,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Improved baselines with visual instruction tuning,

Reference 2

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raw_fallback, observed 2026-08-12T05:47:15.340987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 293f3c42-b60b-408b-852b-3ebf8280ddc1 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.598201Z digest=sha256:06305ce13fc8ae3d1fa6cf4c787c466098c187568e9c0ecd5717b33853549c20

Observation e35a2393-77e0-472c-b207-e5c4c1e2f697 · outbound

This paper cites Dreamllm: Synergistic multimodal comprehension and creation,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Dreamllm: Synergistic multimodal comprehension and creation,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.325391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.603495Z digest=sha256:3e54e0f604136583faf8ae2560380253127bab4115ba78d6053d12d1331fec9e

Observation f5b2b4b4-383f-4e36-9b88-af31790cf307 · outbound

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

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 5

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no resolver link, observed 2026-08-12T05:47:13.608469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.608469Z digest=sha256:31483fa40774b5a34da32742d0a7add8ef92686011072e6c2def3a7e79322aca

Observation cbe6b9a1-8a70-4b7d-abd0-dd52db62a5de · outbound

This paper cites Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation

Reference 6

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no resolver link, observed 2026-08-12T05:47:13.613563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.613563Z digest=sha256:82592acd2253228b51d43e8fd2e64279f7d7ae43e7107ac880588967c7d53b31

Observation c7b96467-3788-4c6d-93d9-7a203da6b0dd · outbound

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

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World OpenVLA: An Open-Source Vision-Language-Action Model

Reference 7

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no resolver link, observed 2026-08-12T05:47:13.619171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.619171Z digest=sha256:58819314cc6044c31c9f15c5a9e908ae253c8b68a2ee62608b1257c4595f273f

Observation 675d7d72-4f98-4973-9bb4-317500442ba8 · outbound

This paper cites Octo: An open-source generalist robot policy,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Octo: An open-source generalist robot policy,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.309847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation fb0bdc8a-748e-4e3b-b078-81cefc6c338c · outbound

This paper cites RT-2: vision-language-action models transfer web knowledge to robotic control,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World RT-2: vision-language-action models transfer web knowledge to robotic control,

Reference 9

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raw_fallback, observed 2026-08-12T05:47:15.294173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.628685Z digest=sha256:a61e20effb486b4310fa4e21ef5ee37e35e2a8bcbfd43bcfa9ac85f3f89d0e20

Observation 47939e92-4398-421f-b2c3-f3125685e9c1 · outbound

This paper cites ADriver-I: A General World Model for Autonomous Driving.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World ADriver-I: A General World Model for Autonomous Driving

Reference 10

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no resolver link, observed 2026-08-12T05:47:13.633240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.633240Z digest=sha256:8bc1573596d7365f451cbe905f4f62437eea740f0a4eaf2f29ead8a8a63e7396

Observation b2dc8acf-2e9c-47cd-a736-060af4d95d42 · outbound

This paper cites RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation

Reference 11

Resolution
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no resolver link, observed 2026-08-12T05:47:13.638223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.638223Z digest=sha256:eebe62ed9fb367a23e51dee0ed6555553cd11658178aa4e3c0a4b66629ad5bdf

Observation 6e264667-c803-4359-b7f5-9ea104b8507e · outbound

This paper cites 3d diffusion policy: Generalizable visuomotor policy learning via simple 3d representations,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World 3d diffusion policy: Generalizable visuomotor policy learning via simple 3d representations,

Reference 12

Resolution
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raw_fallback, observed 2026-08-12T05:47:15.279721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.643259Z digest=sha256:b93c9d5eb9427c3e105b88d9bc2222aa8fdcd48248915f8c50898add53a3c494

Observation ac397020-5703-4dbf-b4e8-87f319a283f1 · outbound

This paper cites Data Scaling Laws in Imitation Learning for Robotic Manipulation.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Data Scaling Laws in Imitation Learning for Robotic Manipulation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T05:47:13.647620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.647620Z digest=sha256:09d25e06617ba163bb0f8550c243b33fb58331dcb55f3f83d02c842bada0cc4c

Observation 154f62ae-cc7a-4caf-ba22-32b84c763c6b · outbound

This paper cites Manipllm: Embodied mul- timodal large language model for object-centric robotic ma- nipulation,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Manipllm: Embodied mul- timodal large language model for object-centric robotic ma- nipulation,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.264564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.652275Z digest=sha256:99c59df65ba45be3359b0516be149289be39330a14e14a51e76b6057be34596b

Observation 659ba77d-3367-4662-9b38-8abf5616d3ad · outbound

This paper cites N$ˆ{2}$M$ˆ{2}$: Learning Navigation for Arbitrary Mobile Manipulation Motions in Unseen and Dynamic Environments,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World N$ˆ{2}$M$ˆ{2}$: Learning Navigation for Arbitrary Mobile Manipulation Motions in Unseen and Dynamic Environments,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.248886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.656930Z digest=sha256:afa423b7f179dd7938a089b45fdd671aba0420bc007845355701175a12f366b5

Observation b39673a2-6850-4810-a223-b93a7e29986a · outbound

This paper cites Learning fine- grained bimanual manipulation with low-cost hardware,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Learning fine- grained bimanual manipulation with low-cost hardware,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.233759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.662438Z digest=sha256:ae4383ca4ecfe7c2e37a1d6542ee9647106085f99a9d282c8d2620a91d857a26

Observation 28f71b84-9adf-4e9d-bfd9-230776302c19 · outbound

This paper cites Diffusion policy: Visuomotor pol- icy learning via action diffusion,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Diffusion policy: Visuomotor pol- icy learning via action diffusion,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.218369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.666953Z digest=sha256:8d53b1b6c590053a8e59273c698e251b857ed826fe9160b182e97a0987e94b91

Observation 13e60fc5-3654-4236-8c90-5aa2db671cac · outbound

This paper cites Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

Reference 18

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.671233Z digest=sha256:61cfdfd1691fec6c97966e19bc9ccb4cc0aee0dc6563ffb6c5d1005b7b9c6b9b

Observation f4f3601e-9cef-4bc5-b97f-961266b9d934 · outbound

This paper cites Relmogen: Integrating motion generation in reinforcement learning for mobile manipulation,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Relmogen: Integrating motion generation in reinforcement learning for mobile manipulation,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.202884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.675986Z digest=sha256:f25257e07c5cf867ddbce6506adc916cfb42fbc29a16f226a5caacf36c1eb6a0

Observation e001e562-8666-4cbd-99da-af58a14c8ea3 · outbound

This paper cites Fully autonomous real-world reinforcement learning with applications to mobile manip- ulation,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Fully autonomous real-world reinforcement learning with applications to mobile manip- ulation,

Reference 20

Resolution
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raw_fallback, observed 2026-08-12T05:47:15.188363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.681276Z digest=sha256:4a4061bf1d866204240c3e7d611b2bcf44f2bd806a863cb962253c01f2766918

Observation 68e8098c-4036-4624-8994-88532e15a77d · outbound

This paper cites Achieving Human Level Competitive Robot Table Tennis.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Achieving Human Level Competitive Robot Table Tennis

Reference 21

Resolution
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no resolver link, observed 2026-08-12T05:47:13.685773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.685773Z digest=sha256:33fb6b0fa5e6e1cdb2c58381ce13823e60326f6d9003aef87b0af8a5b8cdca27

Observation 2bdb43dd-2eb6-4e50-aded-7a9117825e61 · outbound

This paper cites Behavior trees in robot con- trol systems,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Behavior trees in robot con- trol systems,

Reference 22

Resolution
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raw_fallback, observed 2026-08-12T05:47:15.173161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.691442Z digest=sha256:14ab0c914b94963cd486f5ca55df2155a57e0043d22f464d0bfad7724074034c

Observation f6125602-b784-4adc-97eb-2f28cb5027f2 · outbound

This paper cites Towards a unified behavior trees framework for robot con- trol,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Towards a unified behavior trees framework for robot con- trol,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.157316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.695870Z digest=sha256:4bb91e6c45ea8d06464dc23469343316210f30ce714571ae1ec41096e202e7f8

Observation 3e01cd0d-4cc8-4a97-9038-d8856aabaf7d · outbound

This paper cites Multi-stage cable routing through hierar- chical imitation learning,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Multi-stage cable routing through hierar- chical imitation learning,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.142265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.700291Z digest=sha256:32ef97c717f7941c4f084dd5ff37cfbe461f061328be841247db32d8c2c52b7e

Observation 440aa8f9-fb4a-4da7-ae96-ed4b310f185d · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-12T05:47:13.704741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.704741Z digest=sha256:7969a6ad26fbfd3d3ebd066494d02b8b66802800d78e1f38d6de586bdde0fb0a

Observation 8ea4e76b-7338-457f-b389-a9c48a6251be · outbound

This paper cites Llm-planner: Few-shot grounded plan- ning for embodied agents with large language models,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Llm-planner: Few-shot grounded plan- ning for embodied agents with large language models,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.126467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.709427Z digest=sha256:e3b4853106748937c5326059653dc8d5075634e6fada56391f297c6f011da196

Observation 7d0d1434-9407-4e90-a4c5-2ff4b426c044 · outbound

This paper cites Progprompt: Gen- erating situated robot task plans using large language mod- els,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Progprompt: Gen- erating situated robot task plans using large language mod- els,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.111374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.714164Z digest=sha256:2bf5d54e6a64ecdae2bfef6ceb1121c8c7830af8c41bbd912f159456b0c3ba87

Observation a0ff2372-8292-4c59-9bb4-ca89d31578e3 · outbound

This paper cites Look before you leap: Unveiling the power of gpt-4v in robotic vision- language planning,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Look before you leap: Unveiling the power of gpt-4v in robotic vision- language planning,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.096350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.718929Z digest=sha256:e5349594839f1b132f0e5ea588dd38bab905aa69b3b6f9785428a2ceecfbaff5

Observation bfaed772-6027-415b-a0fc-73f7dbf30028 · outbound

This paper cites Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T05:47:13.723362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.723362Z digest=sha256:845be1fe1ec9a8aa4716bdcb3ccd8e5765a3f4abd4c19cc2ab853dbcf60aa218

Observation 73bde5a3-0c07-46f0-a87d-4eabad3bcbbb · outbound

This paper cites Replanvlm: Re- planning robotic tasks with visual language models,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Replanvlm: Re- planning robotic tasks with visual language models,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.081613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.728220Z digest=sha256:62d019478c4517bb3b41fa10fcbf499076ef0b18f5668688c65bf160aa9164c8

Observation 5ffa5534-3fb8-48fc-af0e-5e6d82110a62 · outbound

This paper cites Code as policies: Language model programs for embodied control,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Code as policies: Language model programs for embodied control,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:15.066753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.732649Z digest=sha256:1b7f28bdd846ae2370b62f7d1bd8b1a882860c4371c6b24bf500f0d192f4133a

Observation ce7e5894-ac42-43bd-a96d-7e0cc1d9fdd2 · outbound

This paper cites Manipulate-Anything: Automating Real-World Robots using Vision-Language Models.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Manipulate-Anything: Automating Real-World Robots using Vision-Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T05:47:13.737186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.737186Z digest=sha256:24dfcbbc84b1733104ec80292f17af99042ae1cc2976b9bbe84bc66c723957a8

Observation 6898ba34-68a8-40c9-bf7e-e59791b805ae · outbound

This paper cites VIMA: General Robot Manipulation with Multimodal Prompts.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World VIMA: General Robot Manipulation with Multimodal Prompts

Reference 33

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.741975Z digest=sha256:ef11405b4a47bda886f6653fbc4689f21c7c0c218958b911efb5cf0c1ac36ead

Observation 744fca17-a7a4-4cb1-87db-c51ed64d804f · outbound

This paper cites V oxposer: Composable 3d value maps for robotic ma- nipulation with language models,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World V oxposer: Composable 3d value maps for robotic ma- nipulation with language models,

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.746947Z digest=sha256:a2ce4117056b17b11a7268e86e7500742cabc04e3c1ec02b2e0d0ea365933c0f

Observation 6fc79836-3d93-4346-a005-a07c200d157e · outbound

This paper cites Mobile aloha: Learning bi- manual mobile manipulation with low-cost whole-body tele- operation,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Mobile aloha: Learning bi- manual mobile manipulation with low-cost whole-body tele- operation,

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.751830Z digest=sha256:fa9e46f14d48116594eb7c93b88dd5483bea9e119c7462b416195b361fcef660

Observation f1867352-1ba4-4902-a03f-470ac26c3929 · outbound

This paper cites Universal manipulation interface: In-the-wild robot teaching without in-the-wild robots,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Universal manipulation interface: In-the-wild robot teaching without in-the-wild robots,

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.756437Z digest=sha256:fc993e8f0f28a65d5047b7c2fab2e772be9e41891eea405a80bdc0bd11281b1f

Observation 35aa9645-3874-4aa3-8a09-cedbc476db34 · outbound

This paper cites RT-1: robotics transformer for real-world control at scale,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World RT-1: robotics transformer for real-world control at scale,

Reference 37

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raw_fallback, observed 2026-08-12T05:47:15.001304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.760899Z digest=sha256:bd357e7c9daab81a1e30bb7d17e6df7d5c3ef12fa62f28cca2495bd695eaad06

Observation fd8b344c-259f-4bc8-ba06-23873e988b0e · outbound

This paper cites OPEN TEACH: A Versatile Teleoperation System for Robotic Manipulation.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World OPEN TEACH: A Versatile Teleoperation System for Robotic Manipulation

Reference 38

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.765284Z digest=sha256:446a25b745de78b51f7bb488167bf3ff9b84bda52a0a657b3f057e93f785b8b8

Observation a8eb3555-ff5a-4d20-a63a-831df90fd90c · outbound

This paper cites Task and Motion Planning with Large Language Models for Object Rearrangement.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Task and Motion Planning with Large Language Models for Object Rearrangement

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.770630Z digest=sha256:ea8d075a65e809883110d20b2cce1f66ec4fc22dbdbb9ad0171cb954084977d9

Observation 2a6a1180-c03b-4c3c-b498-bc2340cc0627 · outbound

This paper cites Language models as zero-shot planners: Extracting actionable knowl- edge for embodied agents,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Language models as zero-shot planners: Extracting actionable knowl- edge for embodied agents,

Reference 40

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verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.985512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.775468Z digest=sha256:fd263906f9cbb71e760a9a0621768020d15743d8dd2fd85eefcf4f2b260ea874

Observation 2c6b323d-ff1f-40fb-bcff-18dd6f44c8e5 · outbound

This paper cites Describe, explain, plan and select: interactive planning with llms enables open-world multi-task agents,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Describe, explain, plan and select: interactive planning with llms enables open-world multi-task agents,

Reference 41

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raw_fallback, observed 2026-08-12T05:47:14.970130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.780365Z digest=sha256:1a826f6ff47c918ede7e46801544d835f5c41171a5816a19cc17991b834a9743

Observation ded16d4c-7d3b-41b7-866b-ee48f6cd1f70 · outbound

This paper cites Value function spaces: Skill-centric state abstractions for long-horizon reasoning,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Value function spaces: Skill-centric state abstractions for long-horizon reasoning,

Reference 42

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raw_fallback, observed 2026-08-12T05:47:14.954348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.785295Z digest=sha256:85240d33230f3ad94f3cd72f959bd1ff59a3944c3f43b767c5cdcd874d5f3ede

Observation ceb6fa0c-0651-4478-be6b-c43dd4ac9b18 · outbound

This paper cites Autonomous skill- centric testing using deep learning,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Autonomous skill- centric testing using deep learning,

Reference 43

Resolution
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raw_fallback, observed 2026-08-12T05:47:14.939120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.790020Z digest=sha256:73d7793d19825bb853a945f40a41787d3f181bac81a2e574f7e813668d19944f

Observation ed6a902a-a2c8-4240-b79a-f8d42a1b8ade · outbound

This paper cites ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation

Reference 44

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no resolver link, observed 2026-08-12T05:47:13.794476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.794476Z digest=sha256:c2cadcdb28b14678271b215573801bee321f39afc30b8b32b09c5554e0e53b7e

Observation 7fd0083c-483e-4fb0-b689-42c1abe481e5 · outbound

This paper cites Wonderful Team: Zero-Shot Physical Task Planning with Visual LLMs.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Wonderful Team: Zero-Shot Physical Task Planning with Visual LLMs

Reference 45

Resolution
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no resolver link, observed 2026-08-12T05:47:13.799101Z

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source=pdf_text observed=2026-08-12T05:47:13.799101Z digest=sha256:4b4235845e5ecff3ab6512183c41844c1ba25260405dc60b2f86d69ebda416de

Observation 53ea3372-d659-4e11-bb18-e879c59404dd · outbound

This paper cites Thinkgrasp: A vision-language sys- tem for strategic part grasping in clutter,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Thinkgrasp: A vision-language sys- tem for strategic part grasping in clutter,

Reference 46

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no resolver link, observed 2026-08-12T05:47:13.803809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.803809Z digest=sha256:b49cfbf718d63f38ec430ad8ecd9ace324b191e8a47c96e1a9adef4a6ad69954

Observation 98b55de9-ec11-40a8-af18-15f679a6d05c · outbound

This paper cites Embodiedgpt: Vision-language pre-training via embodied chain of thought,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Embodiedgpt: Vision-language pre-training via embodied chain of thought,

Reference 47

Resolution
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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.808344Z digest=sha256:21b0196e906a41476a08dcd8c8856d5e0791c719697ec2dc364e81c731bd2103

Observation f7a1e3a8-dd6d-45e7-ba8f-65b1c457b43e · outbound

This paper cites Chatgpt for robotics: Design principles and model abili- ties,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Chatgpt for robotics: Design principles and model abili- ties,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.902597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.813019Z digest=sha256:a64ff0ebeb8c23d14b4be7265a5a838adc5adf7e8c0b40f9e83fee3513831060

Observation f1d9c08c-6ec9-4ef9-bc59-6e648041971a · outbound

This paper cites Improving language under- standing by generative pre-training,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Improving language under- standing by generative pre-training,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.886090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.817461Z digest=sha256:398b01d7ac09c57da7082ef8ebf871eae582f8e1522ca521ad1d5a8427c7cc08

Observation d8df494b-ca34-4e4f-900e-363aa5549519 · outbound

This paper cites Language models are unsupervised mul- titask learners,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Language models are unsupervised mul- titask learners,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.871447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.821886Z digest=sha256:64790c7b4afd75429b463337508d3191ee268947fb5d58d30547edc0f891a1bc

Observation 6ebee408-034e-4ec7-88f2-f5404ff3311b · outbound

This paper cites GPT-4 Technical Report.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World GPT-4 Technical Report

Reference 51

Resolution
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no resolver link, observed 2026-08-12T05:47:13.827864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.827864Z digest=sha256:a08d1937c0aa9e5996441cb8f47262c0c92ac6e4600d7d4e521ff9fc593c91b7

Observation 46d89a8b-1bf8-49e1-b737-069b005e02f8 · outbound

This paper cites Palm-e: An embodied mul- timodal language model,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Palm-e: An embodied mul- timodal language model,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.856575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.832632Z digest=sha256:fb4aa07366db40f606183e823057ca857011eae230da420a5f075019e4b58aba

Observation d2b88e7b-04b3-48af-86c9-618cb26f5602 · outbound

This paper cites Spatialvlm: Endowing vision-language mod- els with spatial reasoning capabilities,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Spatialvlm: Endowing vision-language mod- els with spatial reasoning capabilities,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.841278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.837270Z digest=sha256:4216c58c16e4d372684b9ba63a215eba76fc5de7825c8974517df5d4826e02e9

Observation 74d320a9-51a5-405c-b747-9fcbd2f49b1e · outbound

This paper cites RT-H: Action Hierarchies Using Language.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World RT-H: Action Hierarchies Using Language

Reference 54

Resolution
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no resolver link, observed 2026-08-12T05:47:13.842220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.842220Z digest=sha256:ae57b0643bef0409c66944179d1f8ea6a55776b99cac9bd384673e11eff80ce8

Observation 61645f21-cdf1-4579-ae8c-86bfad95a964 · outbound

This paper cites TinyVLA: Towards Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World TinyVLA: Towards Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation

Reference 55

Resolution
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no resolver link, observed 2026-08-12T05:47:13.846959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.846959Z digest=sha256:ed4a75ec4091b2248149fa8af8c2aa096640f17adc246c985ee715839ff6e637

Observation b9e0a73f-4d9f-4095-96cd-13d428f22d20 · outbound

This paper cites Vision- language foundation models as effective robot imitators,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Vision- language foundation models as effective robot imitators,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.826188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.851884Z digest=sha256:83960fd9ca81330599a453cdf356d00654e266046a4513b2ddbc01efbc2f461c

Observation 96b019a1-5ea4-4323-9979-d67243d35f01 · outbound

This paper cites Drivegpt4: Interpretable end-to-end au- tonomous driving via large language model,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Drivegpt4: Interpretable end-to-end au- tonomous driving via large language model,

Reference 57

Resolution
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no resolver link, observed 2026-08-12T05:47:13.856470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.856470Z digest=sha256:cbb1d879ee59adfb5c8fbfb15ab6c180b02225469eb2b32460c23363bfb477a8

Observation 767dc8ac-bbd9-48fc-bcac-5fbd7289859d · outbound

This paper cites Perceiver-actor: A multi-task transformer for robotic manipulation,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Perceiver-actor: A multi-task transformer for robotic manipulation,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.800359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.861109Z digest=sha256:097353e7927785d8ca4f09475b016580de417bec459ba91b741aebe3cec3ceee

Observation d8b7b790-5b3f-4d1f-ae71-3050b9de8b8a · outbound

This paper cites Instruction Tuning with GPT-4.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Instruction Tuning with GPT-4

Reference 59

Resolution
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no resolver link, observed 2026-08-12T05:47:13.866841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.866841Z digest=sha256:04cf32f5a4d78bc253df560ec3dc468bd3f2f3a9fcb5cdc6f4c75aae78272aef

Observation cd10eae2-5826-46b7-b814-e889fe0c4a47 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-12T05:47:13.871858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.871858Z digest=sha256:84069f8d5209ebea979fc83ba6cb62f21ce2f1d40ca8a7e7fa3a36c290c46188

Observation b1079238-88bd-4439-99d7-3ce378663c28 · outbound

This paper cites Learning transferable visual models from natural lan- guage supervision,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Learning transferable visual models from natural lan- guage supervision,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.785873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.876438Z digest=sha256:c3faab1c00acbe3732910dab229ee2c9e16371f61f90237647fe1716b7859063

Observation 5fa44532-0f61-4f46-a781-20fc926ab0b9 · outbound

This paper cites Yolo-world: Real-time open-vocabulary object detection,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Yolo-world: Real-time open-vocabulary object detection,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.770745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.881031Z digest=sha256:3d7f0e17a46d77a89ac89271101ed7b814ca1e1206193da215e2fce35edf60ff

Observation 92a00503-2f99-4618-9bd4-1296dbf03ad6 · outbound

This paper cites Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Reference 63

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unresolved
no resolver link, observed 2026-08-12T05:47:13.885497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:47:13.885497Z digest=sha256:692e71066d1f97a18f331ee09e16a5787cd8a8d8e010605dc20d81708e1eb2b9

Observation a44fc433-5dd5-4093-a508-651a392a95e9 · outbound

This paper cites Grounding dino 1.5: Advance the.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Grounding dino 1.5: Advance the

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.755726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.890367Z digest=sha256:bf94a7b9b6d995f33ec6ba6536cabdb673417303d557fb261afcfc04af01099f

Observation f85b5b01-102c-4118-bc0e-98b189d1178b · outbound

This paper cites Robot operating system 2: Design, architec- ture, and uses in the wild,.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Robot operating system 2: Design, architec- ture, and uses in the wild,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.740663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.894753Z digest=sha256:6856a950bb98312bb3bf627381a94d711d0ec71b050f577e2c136e653afb3b1a

Observation 9dd02f89-392d-49fc-9498-46a97f201115 · outbound

This paper cites an unresolved cited work.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:47:14.724720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.899246Z digest=sha256:f13aec6210b68cb286b1c514e8c791d67f106708b5e55baf90e34e3d1a2d6d22

Observation 9d3dd631-1201-470c-8ba3-beba4038c149 · outbound

This paper cites an unresolved cited work.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:47:14.707851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.904239Z digest=sha256:ab66e09d58b5b4db2f5b296ea6c64a062196019bf5084c77023e5b1c63e04263

Observation 15c7f16f-ea9c-425c-97c2-f489db447bb4 · outbound

This paper cites More Details on Experiment Setting Training.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World More Details on Experiment Setting Training

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.692288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.908951Z digest=sha256:024238cb20801e3dd4b99a96a36f00d28f1c37b07936be55add9f02825289f6b

Observation 969c295b-0742-4143-9269-0cedd9d3d828 · outbound

This paper cites It publishes sensor topics and receives control topics for the chassis and gimbal to implement the VLA model or hybrid model.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World It publishes sensor topics and receives control topics for the chassis and gimbal to implement the VLA model or hybrid model

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.675977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.913617Z digest=sha256:9ab68d462204f03244ee34639ec1789aa61d2bc74ce3171d84024f714cb373cb

Observation 8d43b765-6e8d-487d-92db-173471f38990 · outbound

This paper cites steps_1":.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World steps_1":

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:47:14.659753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.918205Z digest=sha256:bb371921f6f1f4e8783bde199ba3f989e29f30bb1ae17d98d9793823c8ea1594

Observation 8cb1e6ae-a1b5-4c69-923e-d5c1ca75c364 · outbound

This paper cites Assets Objects.

RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Assets Objects

Reference 71

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T05:47:14.644558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:47:13.922922Z digest=sha256:e3e5f02c6d69b6ea0edda9b36c265bcdd68432722928cb7b1e16884c29dd2525

Pith citing papers

Observation 21baa6e2-fcc6-42d3-a424-a7b365f542a0 · inbound

Multi-GraspLLM: A Multimodal LLM for Multi-Hand Semantic Guided Grasp Generation cites this paper.

Multi-GraspLLM: A Multimodal LLM for Multi-Hand Semantic Guided Grasp Generation RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T17:50:17.417339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:50:17.417339Z digest=sha256:4561b5ad3528fdbf4c7c1d304e6ee8661497145ce461293b0ef5fcbaaa5d0494

Observation 88f19ead-d04a-40ed-b8f7-69acc3444067 · inbound

An Atomic Skill Library Construction Method for Data-Efficient Embodied Manipulation cites this paper.

An Atomic Skill Library Construction Method for Data-Efficient Embodied Manipulation RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T14:43:03.301605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:43:03.301605Z digest=sha256:97fa4257b6d2d0834436e49c231ce322a5933da4e7a04224c4a1aba583898612

Observation dbe37bec-c507-46d9-954d-854dce1def88 · inbound

RFTF: Reinforcement Fine-tuning for Embodied Agents with Temporal Feedback cites this paper.

RFTF: Reinforcement Fine-tuning for Embodied Agents with Temporal Feedback RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T14:10:13.120606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:10:13.120606Z digest=sha256:ab6befdbe4ca205ec6e0b805c7258a2543de65c37a52c9b5a1cfc1092d90937c

Observation 06766ddd-7b89-4b84-8da7-447db148cb51 · inbound

AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation cites this paper.

AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T20:45:27.349810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:45:27.349810Z digest=sha256:7a36aa264472e4eecc17ba5f50417176c121cb9d37aba62aa0dee0092b150dc8

Observation 36c600f7-6f0e-436d-a9e3-e816fdc1d31d · inbound

Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey cites this paper.

Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 160

Resolution
verified exact
arxiv_id, observed 2026-05-17T20:28:16.013488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-17T20:28:15.818016Z digest=sha256:93e4c1f1d015062c3d21696a170def36880e71352eed5bd74003a215563a3ea7

Observation 08c03222-80bb-4fe2-b287-9c5a8d0bdd5a · inbound

InCoM: Intent-Driven Perception and Structured Coordination for Mobile Manipulation cites this paper.

InCoM: Intent-Driven Perception and Structured Coordination for Mobile Manipulation RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:10:15.990069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T19:07:46.733450Z digest=sha256:9d9bea33bf2a9fb5571a3a372adf03ffb56b6d0218775629aa3a6668cb67294b

Observation c478009c-2748-4d26-a6ba-4bc521c66c08 · inbound

InCoM: Intent-Driven Perception and Structured Coordination for Mobile Manipulation cites this paper.

InCoM: Intent-Driven Perception and Structured Coordination for Mobile Manipulation RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T20:35:04.148676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:35:04.148676Z digest=sha256:da6f691f001da6e3b12dbd03f5bbf6e7642b94bcf296c072d2ebfc36d315d67e

Observation a3e53a87-116b-466f-add8-371103211960 · inbound

RoboStream: Weaving Spatio-Temporal Reasoning with Memory in Vision-Language Models for Robotics cites this paper.

RoboStream: Weaving Spatio-Temporal Reasoning with Memory in Vision-Language Models for Robotics RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 39

Resolution
unresolved
no resolver link, observed 2026-07-14T21:59:30.885343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T21:59:30.885343Z digest=sha256:b7a5bcc26bae63e4b76014d1dae571deebd9f5b15d757f216d5b6f051c1aa779

Observation 7ed83a1b-a61d-47a5-848c-435056dd0f6b · inbound

Long-Term Memory for VLA-based Agents in Open-World Task Execution cites this paper.

Long-Term Memory for VLA-based Agents in Open-World Task Execution RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:28:38.866160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-10T09:24:33.601137Z digest=sha256:5b0e64002f082c95520da58cc9d200fae5d94c8d8c21b0898fbcb725a5143435

Observation f67020d0-b61d-4643-9311-699e0961a23e · inbound

Long-Term Memory for VLA-based Agents in Open-World Task Execution cites this paper.

Long-Term Memory for VLA-based Agents in Open-World Task Execution RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T05:30:57.379870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:30:57.379870Z digest=sha256:60532796d4c284860be24873bddbe99b619a1611cf018b6668bcd88d936400b2

Observation 9fcf9131-102b-4e3c-86dc-6592675f1326 · inbound

DIRECT: When and Where Should You Allocate Test-Time Compute in Embodied Planners? cites this paper.

DIRECT: When and Where Should You Allocate Test-Time Compute in Embodied Planners? RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-03T11:08:03.064033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-27T09:42:17.813126Z digest=sha256:328489458f83b1c0e7845923a70b1789c212469f6ec01b3fbe281a0bf5912165

Observation 2c8d3c80-405e-419d-a9d5-9d76cf166003 · inbound

SkillMemo: Expert-guided Skill Memory Framework for Compositional Embodied Manipulation cites this paper.

SkillMemo: Expert-guided Skill Memory Framework for Compositional Embodied Manipulation RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T20:08:36.383323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:08:36.383323Z digest=sha256:b5d4da27e0c371ae8fa60e8972b172070c78cd1e34764adb3f380c214d687661