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Paper Citation Record · LEDGER

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning

As of 17 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 1 inbound Pith citation observation for arXiv:2505.12278.

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

pith.paper-citation-record.v1
2505.12278 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:44:51.688242Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-11T10:22:52.472354Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T10:22:52.767642Z

Reference resolution

73 of 73 outbound references displayed

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  • verified fuzzy46
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 45ff47e0-8d7f-4746-b9da-c17621e18b48 · outbound

This paper cites Policy and value transfer in lifelong reinforcement learning.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Policy and value transfer in lifelong reinforcement learning

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 5b7a6767-a501-442b-b338-dd3c955ef0b2 · outbound

This paper cites Optimal control of markov decision processes with incomplete state estimation.J.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Optimal control of markov decision processes with incomplete state estimation.J

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation b475be9e-b12a-4dac-b7c0-4ea3fb9c893f · outbound

This paper cites Pmp: Learning to physically inter- act with environments using part-wise motion priors.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Pmp: Learning to physically inter- act with environments using part-wise motion priors

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 418a2206-b34a-4d89-96e2-0f9203a3c0a5 · outbound

This paper cites Physically plausible full-body hand-object interaction synthesis.International Conference on 3D Vision (3DV), 2024.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Physically plausible full-body hand-object interaction synthesis.International Conference on 3D Vision (3DV), 2024

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation e8172f46-b0e7-43ec-9b9a-ef418ee0c597 · outbound

This paper cites Visual dexterity: In-hand reorientation of novel and complex object shapes.Science Robotics, 8(84):eadc9244, 2023.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Visual dexterity: In-hand reorientation of novel and complex object shapes.Science Robotics, 8(84):eadc9244, 2023

Reference 5

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 30b91b1f-3d80-4b46-ab3d-f7462dad56e3 · outbound

This paper cites ViViDex: Learning Vision-based Dexterous Manipulation from Human Videos.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning ViViDex: Learning Vision-based Dexterous Manipulation from Human Videos

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.324794Z digest=sha256:e46e8edee6f29f9bc6f8ecef21823db58adb65a4241985a306610b0447e78dc1

Observation 36b313e5-25d1-49c9-91eb-9a536e412f0e · outbound

This paper cites Open-TeleVision: Teleoperation with Immersive Active Visual Feedback.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Open-TeleVision: Teleoperation with Immersive Active Visual Feedback

Reference 7

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Unavailable: canonical work link unavailable.

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Observation a71fccdd-4a86-4c23-9b3d-cc7eb14f8e07 · outbound

This paper cites Learn- ing dexterous manipulation from exemplar object trajectories and pre-grasps.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Learn- ing dexterous manipulation from exemplar object trajectories and pre-grasps

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.336250Z digest=sha256:1f1a428264cc7bc495cd5eb93cf48018178d2a26f19dbe3f3cf0678787255c2a

Observation 4749c8e2-3ace-4efc-873e-3bcb7a3fa0e2 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Imagenet: A large-scale hierarchical image database

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation b6172d38-ca75-47ad-af7b-dd7f07b3500a · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 10

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source=pdf_text observed=2026-08-15T20:44:51.347796Z digest=sha256:f03f676392e1254c636ddc990bacb7d496c17d5d3eadb0aed8fdcf122592ca19

Observation 440c373a-94b7-4ad6-a84e-6d03d79c70bc · outbound

This paper cites Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning

Reference 11

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source=pdf_text observed=2026-08-15T20:44:51.353167Z digest=sha256:f1c78b15ee555dfb3f8774543c0b60fd2f76cb848822ece57e93cab0eec545ec

Observation 9a6ae8ee-e2f4-454f-9213-2638a29fb4b7 · outbound

This paper cites scene synthesizer: A python library for procedural scene generation in robot manipulation.Journal of Open Source Software, 2024.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning scene synthesizer: A python library for procedural scene generation in robot manipulation.Journal of Open Source Software, 2024

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a8227f36-6cb0-4a57-a10d-8535e50f00fd · outbound

This paper cites Latent space policies for hierarchical rein- forcement learning.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Latent space policies for hierarchical rein- forcement learning

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a3eb7281-39b3-4941-a27d-b66526ec5377 · outbound

This paper cites Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.370100Z digest=sha256:991043a41f27cf27694aaa11d340571c1adcba2b73043cb93e3ce4f08fa6caab

Observation 6915d1a3-c395-4846-8b2d-5aa52dc8f5a1 · outbound

This paper cites Deep Residual Learning for Image Recognition.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Deep Residual Learning for Image Recognition

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.375006Z digest=sha256:d38398752a827f6a54000a37edf44973f64634a57a69ffcbf394b7eaef2d3424

Observation ba5eaf06-f441-42d6-8888-beec3a4ab2f7 · outbound

This paper cites Omnih2o: Universal and dexterous human-to- humanoid whole-body teleoperation and learning.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Omnih2o: Universal and dexterous human-to- humanoid whole-body teleoperation and learning

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a95997cb-63a9-4bd6-b4e3-cddec0f31c9e · outbound

This paper cites The interface theory of perception.Psychonomic bulletin & re- view, 22:1480–1506, 2015.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning The interface theory of perception.Psychonomic bulletin & re- view, 22:1480–1506, 2015

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation bb7f2173-8937-4b2c-970b-d537a20fb8c9 · outbound

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

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 24cbe957-b160-4012-8236-985d2724b155 · outbound

This paper cites Dash: Modularized human ma- nipulation simulation with vision and language for embodied ai.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Dash: Modularized human ma- nipulation simulation with vision and language for embodied ai

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 0ff243e5-6829-4792-bfe0-e9b3678cceab · outbound

This paper cites Auto-encoding varia- tional bayes.2nd International Conference on Learning Rep- resentations, ICLR 2014 - Conference Track Proceedings, pages 1–14, 2014.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Auto-encoding varia- tional bayes.2nd International Conference on Learning Rep- resentations, ICLR 2014 - Conference Track Proceedings, pages 1–14, 2014

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation bb279f3e-65cd-48d4-b489-6c6dfd810e7b · outbound

This paper cites Segment any- thing.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Segment any- thing

Reference 21

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Unavailable: canonical work link unavailable.

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Observation de214974-67f7-45a6-bb98-a9c8de260f5f · outbound

This paper cites Siamese neural networks for one-shot image recognition.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Siamese neural networks for one-shot image recognition

Reference 22

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation fe1223de-e650-46cd-987d-eb49c0dd45f3 · outbound

This paper cites Object motion guided human motion synthesis.ACM Transactions on Graphics (TOG), 42(6):1–11, 2023.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Object motion guided human motion synthesis.ACM Transactions on Graphics (TOG), 42(6):1–11, 2023

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.414629Z digest=sha256:7dd46aa925ddf59193db71f8063b1916af314236a5ee5b567c3e5d6315397fb4

Observation 3aab14ef-9432-49b6-bd6e-b60a44831133 · outbound

This paper cites Twisting Lids Off with Two Hands.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Twisting Lids Off with Two Hands

Reference 24

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source=pdf_text observed=2026-08-15T20:44:51.419713Z digest=sha256:8b2c98dd6e3e28ffb4e652062e81c96a8c089904de7442909eab9a0acf77eb59

Observation 258ecb20-618f-49d0-9406-849421055fda · outbound

This paper cites Learning Visuotactile Skills with Two Multifingered Hands.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Learning Visuotactile Skills with Two Multifingered Hands

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.425165Z digest=sha256:f64d0e418691159e8a375614aec4934e02ace1f9151d553882e277c182723ad7

Observation 89751fde-f144-49e0-b027-cd042fb89d30 · outbound

This paper cites Sim-to-Real Reinforcement Learning for Vision-Based Dexterous Manipulation on Humanoids.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Sim-to-Real Reinforcement Learning for Vision-Based Dexterous Manipulation on Humanoids

Reference 26

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source=pdf_text observed=2026-08-15T20:44:51.429940Z digest=sha256:228d7342587e6fc2cdf0cf99d3891277d9acc070db107f3d5327b621fd7620c1

Observation 3423735d-fa70-4e2d-a3f5-72a9c0fc81f1 · outbound

This paper cites Sim-to-real reinforcement learning for vision- based dexterous manipulation on humanoids, 2025.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Sim-to-real reinforcement learning for vision- based dexterous manipulation on humanoids, 2025

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.353727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 5542bbc8-c9e6-4db6-b2bc-fddd4b6c0934 · outbound

This paper cites Mobile-TeleVision: Predictive Motion Priors for Humanoid Whole-Body Control.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Mobile-TeleVision: Predictive Motion Priors for Humanoid Whole-Body Control

Reference 28

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T20:44:51.439088Z digest=sha256:ec3789ec0f15c8eb016d1256a1ac1cf8eb9b04282b0311435cc75a0fe1ec67ae

Observation f1f65d39-57a7-4c5b-a5dd-1391505068d2 · outbound

This paper cites DextrAH-G: Pixels-to-Action Dexterous Arm-Hand Grasping with Geometric Fabrics.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning DextrAH-G: Pixels-to-Action Dexterous Arm-Hand Grasping with Geometric Fabrics

Reference 29

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source=pdf_text observed=2026-08-15T20:44:51.443928Z digest=sha256:69d2547ee24bd832844b7987a7fdcb60aa5544a90224a0af1eeedb4f6f44289f

Observation 06cd944b-c424-4d94-b6b2-2091e094f141 · outbound

This paper cites Omnigrasp: Grasping diverse objects with simulated humanoids.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Omnigrasp: Grasping diverse objects with simulated humanoids

Reference 30

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raw_fallback, observed 2026-08-15T20:44:53.339834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.450079Z digest=sha256:c2c664906e4fecb0fe8ddf6c00af7999fc327d973088bf02c9993237b2d47af0

Observation 052795d3-68e5-4b58-8c0b-1c98cf8cdd96 · outbound

This paper cites Dynamics-regulated kinematic policy for egocentric pose es- timation.NeurIPS, 34:25019–25032, 2021.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Dynamics-regulated kinematic policy for egocentric pose es- timation.NeurIPS, 34:25019–25032, 2021

Reference 31

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raw_fallback, observed 2026-08-15T20:44:53.326333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.454724Z digest=sha256:4085c62fbafae795107d37b0398cfd516429f977a4cbd9b78e60c3153a33cbda

Observation e5a0018c-28fd-4a51-ae85-423b6220d9a9 · outbound

This paper cites Universal Humanoid Motion Representations for Physics-Based Control.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Universal Humanoid Motion Representations for Physics-Based Control

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.458814Z digest=sha256:07fbcb22daf7bfd79958b9f4a4c80604c3188b4a044e3cfb11c03993b93991ec

Observation ac7f0277-7851-44f0-b1d2-3eda1a68c702 · outbound

This paper cites Winkler, Kris Ki- tani, and Weipeng Xu.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Winkler, Kris Ki- tani, and Weipeng Xu

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.313202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.464653Z digest=sha256:0f0d841a34ff9daa7fefcfc28954f12c9221d2888dc3f9f255196053e6fcdaec

Observation 5301f3d2-b008-4ed1-baa1-c770fe3f7ef3 · outbound

This paper cites Amass: Archive of motion capture as surface shapes.Proceedings of the IEEE International Conference on Computer Vision, 2019-Octob: 5441–5450, 2019.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Amass: Archive of motion capture as surface shapes.Proceedings of the IEEE International Conference on Computer Vision, 2019-Octob: 5441–5450, 2019

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.298923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.469673Z digest=sha256:95bc63270a09a3a31bdfba35922957b522285fe5308fba4ada12ee5ea706e2d6

Observation c62a0ecc-9b02-4bb7-bf64-09cb411d7b98 · outbound

This paper cites Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning

Reference 35

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unresolved
no resolver link, observed 2026-08-15T20:44:51.474461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.474461Z digest=sha256:a5f9fcf96403765fe28c21c62cbbe942305482524338a5971e05cc4a33d9e310

Observation 74ef2cf1-f96b-43b7-9d15-8c31caf1a6a5 · outbound

This paper cites Pre- serving and combining knowledge in robotic lifelong rein- forcement learning.Nature Machine Intelligence, pages 1– 14, 2025.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Pre- serving and combining knowledge in robotic lifelong rein- forcement learning.Nature Machine Intelligence, pages 1– 14, 2025

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.284697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.480432Z digest=sha256:2f8bf3c994aafc5f819a43b3f9350471278abbdfb93d14a31b0c12e08bd7ab12

Observation fa7d37cc-f472-4275-9e1b-c194899d805e · outbound

This paper cites Hierarchical visuomotor control of humanoids.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Hierarchical visuomotor control of humanoids

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T20:44:51.485764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.485764Z digest=sha256:87ffc658c838cf6cd13f911298e3793e54d04f20b291cac09f1549d8b6649a1c

Observation a84875fc-d3f6-41f6-a0d5-74e15c99f46d · outbound

This paper cites Catch and carry: Reusable neural controllers for vision-guided whole-body tasks.ACM Trans.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Catch and carry: Reusable neural controllers for vision-guided whole-body tasks.ACM Trans

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.263882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.490309Z digest=sha256:004f8ea0d8b07d652d14238f22b5edb39d751ea4702eaf63953383631b1ea81a

Observation 19ffda22-0994-4f70-97d4-0dc90cf416f5 · outbound

This paper cites Orbit: A unified simulation framework for interactive robot learning environments.IEEE Robotics and Automation Letters, 8(6): 3740–3747, 2023.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Orbit: A unified simulation framework for interactive robot learning environments.IEEE Robotics and Automation Letters, 8(6): 3740–3747, 2023

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.248102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.494030Z digest=sha256:72c0c584800589e962c4746537f84b1cf617762a3c533036e92884272b593416

Observation af8703eb-8f60-4a32-979b-ab81ca96fec8 · outbound

This paper cites A dataset of relighted 3D interacting hands.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning A dataset of relighted 3D interacting hands

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.233142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.498320Z digest=sha256:edd4ddd902bf6214e9f895829fb8ffca40c9d18771a123e066fd130bbf8b6fd2

Observation 763f7a6a-ea56-4eae-8381-24fa40878154 · outbound

This paper cites PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T20:44:51.502500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.502500Z digest=sha256:e401b15d20fbbfb428c3ce4189f92007e90122a832218c6e0d7c80862f365edf

Observation 3f1fd2a4-34f2-4af7-8d91-de69a1b2a012 · outbound

This paper cites Sharing lifelong reinforcement learning knowledge via modulating masks.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Sharing lifelong reinforcement learning knowledge via modulating masks

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.214528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.508342Z digest=sha256:4ac276cf09a86cebd54cdf010e56eccc6d816bd89cdc5de065e9df9ca3149d37

Observation 3e05cfa5-3f9a-48bf-a481-cdbf11bf1e7c · outbound

This paper cites MIT press, 2004.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning MIT press, 2004

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.200051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.514273Z digest=sha256:c03985fdc8b1e7964b21f7473a93cfba38922b181bfee06050294b88969706c5

Observation 40711889-cb5f-4ce4-b1d2-c142d0ce5557 · outbound

This paper cites A sensorimotor account of vision and visual consciousness.Behavioral and brain sci- ences, 24(5):939–973, 2001.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning A sensorimotor account of vision and visual consciousness.Behavioral and brain sci- ences, 24(5):939–973, 2001

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.181313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.519781Z digest=sha256:c85bcbde779d4f71999088815d91dbc60410799c2719b8a01a5f5c1b68d137f8

Observation d9edb6e1-d7c9-4d34-aa53-de2aa5824fd9 · outbound

This paper cites an unresolved cited work.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:44:53.165421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.524972Z digest=sha256:b0b2d3dd625b4cb7ae7f3e60eccd1f4a7e695222c9ba8b6a0439028082ad1ab1

Observation 8354e816-7b1f-4b8a-a363-73949d6141ae · outbound

This paper cites Deeploco: dynamic locomotion skills us- ing hierarchical deep reinforcement learning.ACM Trans.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Deeploco: dynamic locomotion skills us- ing hierarchical deep reinforcement learning.ACM Trans

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.152313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.530127Z digest=sha256:ecdd6c85497b1372e26408341cce4f3282dd3829bf2f4abf1a9968815da703d2

Observation eca25a14-0d92-4bfa-99f0-adeb570f9204 · outbound

This paper cites Deepmimic: Example-guided deep reinforce- ment learning of physics-based character skills.ACM Trans- actions On Graphics (TOG), 37(4):1–14, 2018.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Deepmimic: Example-guided deep reinforce- ment learning of physics-based character skills.ACM Trans- actions On Graphics (TOG), 37(4):1–14, 2018

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.134737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.535191Z digest=sha256:86024c3b2b3a807e9aabf5b7ab4c9fa5dafaed2f33d132e8d8775bd4d217d79a

Observation bb014924-71b5-475c-a429-7f6472854448 · outbound

This paper cites ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:44:51.825966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.540781Z digest=sha256:1db962b182f3987161016f76876f38263a0279caf0686c787e1e42f6382d4536

Observation ab84c2bb-13f5-437a-a666-9fccbc1d0f78 · outbound

This paper cites Ef- ficient learning on point clouds with basis point sets.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Ef- ficient learning on point clouds with basis point sets

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.019306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.546401Z digest=sha256:02baf2123931cd7d16b68c30ebee173b5c25ed774793d90024855f13f4fe4590

Observation a970dfa0-af20-42e4-b9f5-22a2eac9f0ed · outbound

This paper cites General in- hand object rotation with vision and touch.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning General in- hand object rotation with vision and touch

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:53.001815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.551220Z digest=sha256:c20b12be6f51a9a6d87be55797de80ffab43203de52add9bb7c9b29ffa458cc3

Observation 465bf912-65ce-4b24-9aba-d7658811a565 · outbound

This paper cites Dexmv: Imitation learning for dexterous manipulation from human videos.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Dexmv: Imitation learning for dexterous manipulation from human videos

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.881715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.558550Z digest=sha256:e9fd115905148935ed076e5663aea575ffa83f9752ce627121dc2d7b56e45e6e

Observation 9129303a-5818-4c17-8a59-a9cd51b0bd1d · outbound

This paper cites AnyTeleop: A General Vision-Based Dexterous Robot Arm-Hand Teleoperation System.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning AnyTeleop: A General Vision-Based Dexterous Robot Arm-Hand Teleoperation System

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T20:44:51.565298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.565298Z digest=sha256:7548695a5152e07bc7af18c77226bb53c7cb0bf9e4910c584fd484df561226c2

Observation 5a3671d6-b62d-41f0-9f1b-e38e2e560156 · outbound

This paper cites A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T20:44:51.572726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.572726Z digest=sha256:ca467cb27f64e518a4d7ef01a57119e2339e1001f541d09bf617c5738524556b

Observation 174771de-81f4-4fd5-a7ad-497b4b3a76e9 · outbound

This paper cites Proximal policy optimization algo- rithms, 2017.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Proximal policy optimization algo- rithms, 2017

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.760045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.578857Z digest=sha256:6914efd1713e673e48862a16cbf55a72d5cee223f9fd250efbd5cb0c0a7d1213

Observation 595f7015-7aac-42db-90b4-1d569e9cea7e · outbound

This paper cites Lifelong machine learning systems: Beyond learning algorithms.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Lifelong machine learning systems: Beyond learning algorithms

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.746292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.585145Z digest=sha256:fdc9d31cf886db4a53bc63a4e9c692f506caef9edb75d42a9d8089d9360c8d5b

Observation 84116076-050a-4480-9b81-b1812e658e19 · outbound

This paper cites Hand-Object Interaction Pretraining from Videos.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Hand-Object Interaction Pretraining from Videos

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T20:44:51.592709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.592709Z digest=sha256:c9b2914d0078b18a8d5724bdc04d35743a2c5c0bde410b20c660f89d23cae174

Observation 044c1a99-94de-41bb-839e-07d1b7337052 · outbound

This paper cites DextrAH-RGB: Visuomotor Policies to Grasp Anything with Dexterous Hands.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning DextrAH-RGB: Visuomotor Policies to Grasp Anything with Dexterous Hands

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T20:44:51.600614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.600614Z digest=sha256:ce5a68cb0c6aa4f13a17282192d1da49a3b4c59b0780f9f435e1c1fc30c1a0c6

Observation 2ca7cc75-7be0-408a-9fad-2feda5f7ded8 · outbound

This paper cites Be- tween mdps and semi-mdps: A framework for temporal ab- straction in reinforcement learning.Artificial intelligence, 112(1-2):181–211, 1999.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Be- tween mdps and semi-mdps: A framework for temporal ab- straction in reinforcement learning.Artificial intelligence, 112(1-2):181–211, 1999

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.731797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.606258Z digest=sha256:9b6a698f7d75288c3b50bc70bfd2c20de3d94580c34afa4aeb0e95c11cc21749

Observation d52540e0-93a0-4df2-9cc3-537d50fb5518 · outbound

This paper cites Grab: A dataset of whole-body human grasp- ing of objects.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Grab: A dataset of whole-body human grasp- ing of objects

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.699373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.614448Z digest=sha256:c025488d223cf04c98fdf4f5eca9aa3ae84c1491c7440b5f40c6f73deefc4e4b

Observation 5b5418a0-74cd-45ea-9ac0-519afc1306ab · outbound

This paper cites Calm: Conditional adversarial latent models for directable virtual characters.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Calm: Conditional adversarial latent models for directable virtual characters

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.508747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.618899Z digest=sha256:b565289e4eaafe59f4170d50298b48400dd74d054a35f6ded7f67e7fcd38b746

Observation dddfcf6d-0842-454c-86c8-197d73372d1d · outbound

This paper cites A deep hierarchical approach to lifelong learning in minecraft.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning A deep hierarchical approach to lifelong learning in minecraft

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.468276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.623920Z digest=sha256:eff08030b97c82c0b7249e50f0b0a512bd63a7f9b6d2b84d96ea03608ad38bc5

Observation 48833b38-b3aa-4c46-b245-34c7801f01e2 · outbound

This paper cites Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T20:44:51.628105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.628105Z digest=sha256:84cfaa4c1b65dfb0ec1567ecd090bc95f15fc4ba3b2b0c065965a83d5175d5ba

Observation aef42966-e621-4840-964b-6e1560a983f2 · outbound

This paper cites Unidexgrasp++: Im- proving dexterous grasping policy learning via geometry- aware curriculum and iterative generalist-specialist learning.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Unidexgrasp++: Im- proving dexterous grasping policy learning via geometry- aware curriculum and iterative generalist-specialist learning

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.451086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.633636Z digest=sha256:7ec6cffa023212e9c2fac63ddc12a19fbccc7d1c931d8d2a8273a6ca8c8355f1

Observation 784c15f9-e800-4fa6-9d18-5f52919cdf66 · outbound

This paper cites PhysHOI: Physics-Based Imitation of Dynamic Human-Object Interaction.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning PhysHOI: Physics-Based Imitation of Dynamic Human-Object Interaction

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T20:44:51.638475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:44:51.638475Z digest=sha256:a42c12a2d92841dbd96576e503adf8d95d454ef991c09c981709ae7e33b29034

Observation 4c2799b9-f38f-41ed-ab7b-9447fa93a710 · outbound

This paper cites Con- trol strategies for physically simulated characters performing two-player competitive sports.ACM Trans.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Con- trol strategies for physically simulated characters performing two-player competitive sports.ACM Trans

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.431507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.643090Z digest=sha256:833c75d97a836382fca467aac5e5cd1084aeed98bbd065c103e93408accd940e

Observation 85baf748-dd6e-430f-b766-a76c9e8276b3 · outbound

This paper cites Physics-based character controllers using conditional vaes.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Physics-based character controllers using conditional vaes

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.348873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:44:51.648515Z digest=sha256:74894cca616269a70d31f95a13520543ea3fbeac5dc167f38b2cd76860af6cde

Observation 81e4a5b1-d3e7-4390-ae8c-416bae648d63 · outbound

This paper cites Hierarchical planning and control for box loco-manipulation.Proceedings of the ACM on Computer Graphics and Interactive Techniques, 6(3):1– 18, 2023.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Hierarchical planning and control for box loco-manipulation.Proceedings of the ACM on Computer Graphics and Interactive Techniques, 6(3):1– 18, 2023

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:44:52.292541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a1f754d3-1b0c-4b1b-9007-88a697d32861 · outbound

This paper cites Dexterous ma- nipulation from images: Autonomous real-world rl via sub- step guidance.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Dexterous ma- nipulation from images: Autonomous real-world rl via sub- step guidance

Reference 68

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 472fdc61-a9a3-4cc7-9814-0b51d1b1882b · outbound

This paper cites Flow as the Cross-Domain Manipulation Interface.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Flow as the Cross-Domain Manipulation Interface

Reference 69

Resolution
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Source-reported events for the cited work

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Observation 06d6fe53-bda5-4668-8242-4074fdb5c861 · outbound

This paper cites Intermimic: Towards universal whole-body control for physics-based human-object interactions, 2025.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Intermimic: Towards universal whole-body control for physics-based human-object interactions, 2025

Reference 70

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 782823a1-767d-41ee-9659-146378ef8f3a · outbound

This paper cites Humanvla: Towards vision-language directed object re- arrangement by physical humanoid.Advances in Neural In- formation Processing Systems, 37:18633–18659, 2025.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Humanvla: Towards vision-language directed object re- arrangement by physical humanoid.Advances in Neural In- formation Processing Systems, 37:18633–18659, 2025

Reference 71

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 62759d63-31af-4fcd-a4b2-dea00ee0f0f6 · outbound

This paper cites Unidexgrasp: Universal robotic dexterous grasping via learning diverse proposal generation and goal-conditioned policy.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning Unidexgrasp: Universal robotic dexterous grasping via learning diverse proposal generation and goal-conditioned policy

Reference 72

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 99407b79-40b0-4f36-8444-10ed1eb1d2aa · outbound

This paper cites OakInk: A large-scale knowledge reposi- tory for understanding hand-object interaction.

Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning OakInk: A large-scale knowledge reposi- tory for understanding hand-object interaction

Reference 73

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Pith citing papers

Observation 93e64e09-bb17-4aaa-9215-1d1a38596eed · inbound

Isaac Lab: A GPU-Accelerated Simulation Framework for Multi-Modal Robot Learning cites this paper.

Isaac Lab: A GPU-Accelerated Simulation Framework for Multi-Modal Robot Learning Emergent Active Perception and Dexterity of Simulated Humanoids from Visual Reinforcement Learning

Reference 54

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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