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Paper Citation Record · LEDGER

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms

As of 23 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2605.30313.

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

pith.paper-citation-record.v1
2605.30313 v3

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T07:09:19.137932Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

  • verified exact14
  • verified fuzzy0
  • unresolved19
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f2cfc8b6-cf75-4fa3-9f05-1e4a98c1b4a6 · outbound

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

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning

Reference 1

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local_arxiv, observed 2026-06-29T07:13:16.513043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:f2f57bd0eec550fe09dc9c5694b17d93c16ed8fe2212e8ccb46d064cafc28a55

Observation ede43f7f-201e-4324-a393-990fb966276f · outbound

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

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Isaac Lab: A GPU-Accelerated Simulation Framework for Multi-Modal Robot Learning

Reference 2

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local_arxiv, observed 2026-06-29T07:13:16.498019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:5ef5e8d0a0d41ab69c7804c577b4cc3c14fee0da026735359bd194318b714740

Observation 274fdd30-bc50-4669-be9d-66a72a1599c5 · outbound

This paper cites MuJoCo Playground.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms MuJoCo Playground

Reference 3

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arxiv_id, observed 2026-06-29T07:13:16.503863Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:e4262c4f0cc08c30628c67c391d4dd0a9272896ce9812f6323cc5a3a4b9a280a

Observation b1e02b19-d7b5-4bd8-8b62-2d1a1ed432ee · outbound

This paper cites mjlab: A lightweight framework for gpu-accelerated robot learn- ing.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms mjlab: A lightweight framework for gpu-accelerated robot learn- ing

Reference 4

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arxiv_id, observed 2026-06-29T07:13:16.508143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:3fcb182082e0494883f6d1a7a8c9d7800e25bde950f5dea5241fff852face8a4

Observation 6aff53f6-d91a-4fc9-b542-61e535fb4c70 · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 5

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no resolver link, observed 2026-06-29T07:09:19.137932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:edc507fcb7f0f546a60e05d99e221707a90b1875429a9afdd8894d4840d421b6

Observation acc5b484-7681-46ae-8d0c-a184f5f7c204 · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 6

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no resolver link, observed 2026-06-29T07:09:19.137932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:591430d9c53d20bb1df217130c55f54b7a24010adaf246da2d3fff42638747cc

Observation ffb1f0a0-08a4-4ec4-9cbc-ad94cbd07aaa · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 7

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Source-reported events for the cited work

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source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:60c0f7f221f24dcb3ef101e849b2fbaf7b0e491bcd5781e5c6b46f77eae78d32

Observation ec7a384a-faef-4523-b5bd-72eb828877d7 · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:7bf1d982b836cec74c8268b50e0a3fd81441e407dcc835ad5dd8c1bca71e53c7

Observation c37d0b98-0df4-4901-8216-991ceacdfe82 · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 9

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no resolver link, observed 2026-06-29T07:09:19.137932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:fb04df618822083c99165a73fcfead813c9a57e693b9db189c05d6e5075acdc2

Observation 604f8f96-f375-48fe-8540-d521c08c11e9 · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 10

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no resolver link, observed 2026-06-29T07:09:19.137932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:832f68ed068afaec564f10438056c1082cbecd06c38051b12b8e7b06888d1fe5

Observation 101f3ea9-7378-4fe3-a228-19b665b4b795 · outbound

This paper cites Solving Rubik's Cube with a Robot Hand.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Solving Rubik's Cube with a Robot Hand

Reference 11

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local_arxiv, observed 2026-06-29T07:13:16.516352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:3a9fdeb70a94b1864da51d680a6c3be54718458c825be4d9d216effb3927a539

Observation 7113059d-de8e-400e-a23f-0e6cb952becf · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:21e226cd56e05bcc6c54908b12efb67a0c6e94ad97ada05c28a93893808410cd

Observation 21ccd93d-20ee-4a2d-aaee-5e4175f0e96e · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:4b493c8897ceb802a816a7f54a6a1ea1c90938844fc817883b092bd4097a0bb7

Observation 8f014185-49e0-4c81-89e4-5692692e48ef · outbound

This paper cites Proximal Policy Optimization Algorithms.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Proximal Policy Optimization Algorithms

Reference 14

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local_arxiv, observed 2026-06-29T07:13:16.527046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:c65138f841456d4229f3d436d4e96dec44938288e125462fe6c7e9005acb5c09

Observation 6ee5d68b-f334-42c5-a57a-b7ef6ab6923d · outbound

This paper cites Haarnoja, A.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Haarnoja, A

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:3becd8d8ed1799acc041b57a13fcb8aa9a05a0afa89cb80f74d1ca85217de3a5

Observation b90865ff-8b16-4f9a-a1fe-429517a2950e · outbound

This paper cites MuJoCoUni:Persistent Batched Runtime Primitives for MuJoCo.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms MuJoCoUni:Persistent Batched Runtime Primitives for MuJoCo

Reference 16

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local_arxiv, observed 2026-06-29T07:13:16.554978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:c94fb9b834b8badc80dd048448574329016232a6f081f7b0d5a34700adeadbf4

Observation e8eb0203-687e-42b0-b17c-e1cd95fb77cf · outbound

This paper cites Motrixsim: A physics simulation engine for robotics and embodied ai, 2026.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Motrixsim: A physics simulation engine for robotics and embodied ai, 2026

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:4bb19247659df75952e93ca3e6fc44c7af8890694aa38350cb67e8afba8f447d

Observation 5ba8344c-420a-4088-bb96-879ee2e5ede2 · outbound

This paper cites Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation

Reference 18

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arxiv_id, observed 2026-06-29T07:13:16.546112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:daab5885e63b499501ea2e8e9e7c5ed2ba83a1ebbb455de9bf42fdd51837687f

Observation c70b8d2c-c6c1-412b-bb23-5207e2cf8997 · outbound

This paper cites Liang, V.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Liang, V

Reference 19

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source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:4aef3eebfe69aeb3fbb87bfea69458d0a0e4510000d03cd06e8729ecb0bc0737

Observation 307c5140-7bb6-4c43-b2e4-333210af6ba6 · outbound

This paper cites Todorov, T.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Todorov, T

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:fcefa12c9547d9269d23036d92dd1c912f5173e3d5da49cafa5eb04977ede608

Observation 4a2f679c-b2e1-4f57-a8c7-a43588f00e46 · outbound

This paper cites Hwangbo, J.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Hwangbo, J

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:1237a7471349503c8c3ea62e86a03c8bd35de5c9e1fd8b0c86532b9a695a52e5

Observation 4bae9286-2646-47fc-9b27-7e8710ad0436 · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:5cc07dfc75dbea81edf305d79c942d157ea64dbc7cd0da1f9d922c4fbc1b05eb

Observation ce8f4a2d-8531-4321-979c-f9d5557207d9 · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:4d04528389685e5f43df81c576bcb00b205cb7a87e2a9a712bb5cdbef075ec0e

Observation 127480ec-05ec-4d65-b33d-28a6308562b8 · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 24

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no resolver link, observed 2026-06-29T07:09:19.137932Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:54618f9de3419da9106dd309596c61142459f0d559ac2abd4137d06adef3d72c

Observation 58cc4660-66a5-40db-afbd-a1e65ce1d367 · outbound

This paper cites ASAP: Aligning Simulation and Real-World Physics for Learning Agile Humanoid Whole-Body Skills.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms ASAP: Aligning Simulation and Real-World Physics for Learning Agile Humanoid Whole-Body Skills

Reference 25

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arxiv_id, observed 2026-06-29T07:13:16.531848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:2bceea61274f08ea39b8d76b7dc300b47de2dc8ab2450b23d647e952a7dfedde

Observation 83cbe7ec-112a-4ae2-aef6-559b055f98cb · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 26

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arxiv_id, observed 2026-06-29T07:13:16.535944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:adbf8ef3b4159cf9d32cf521526ffbeb890efb73e9b4752fd7419c58934a1239

Observation 198a6640-b689-4779-acb5-7aeef8225715 · outbound

This paper cites Bharthulwar, S.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Bharthulwar, S

Reference 27

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source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:90ece54ff15e43f2c259b14f49d438c37d45f8928230e53992b38d688448ecb7

Observation bcf21e1f-b722-4f6e-9c5f-4bc02c7a77fb · outbound

This paper cites an unresolved cited work.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Unresolved cited work

Reference 28

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no resolver link, observed 2026-06-29T07:09:19.137932Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:7174ce1c0e6fdee775e40a36b22b865ce661f3b1ac3f9bf4cb67b8b0331de13a

Observation 8213ea7e-ba27-40de-a5df-bc1bf362bc70 · outbound

This paper cites Fujimoto, H.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Fujimoto, H

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:d446b694072ff8bb2162889cb0d95c28821a013ef4d5a8d9d1db9d365ff619e2

Observation 6a7f2e3b-1d86-4337-a3b3-6cf0714afbee · outbound

This paper cites FastTD3: Simple, Fast, and Capable Reinforcement Learning for Humanoid Control.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms FastTD3: Simple, Fast, and Capable Reinforcement Learning for Humanoid Control

Reference 30

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arxiv_id, observed 2026-06-29T07:13:16.550765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:89fd449f4a9c38d990f0a08f587c4512471033841e7cb679c5806aef3a515d28

Observation c04f9055-c378-4be7-a08b-efcf4fa8242c · outbound

This paper cites Sferrazza, C., Huang, D.-M., Lin, X., Lee, Y ., and Abbeel, P.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Sferrazza, C., Huang, D.-M., Lin, X., Lee, Y ., and Abbeel, P

Reference 31

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arxiv_id, observed 2026-06-29T07:13:16.540692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:c9dd1a80398c2bf7d4e11de038004c70a5a5bf47e71adcf7c2642978f83bb307

Observation 6e0c6d50-5658-4d3d-9fb6-eb4f3dfa10b4 · outbound

This paper cites FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control

Reference 32

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local_arxiv, observed 2026-06-29T07:13:16.523803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:dd9b3de50072736725120d58edfe6f0a278e969667f8f6197e1efc84eb698b4d

Observation b86d7d02-e916-4abc-b8dd-0aa4737a8776 · outbound

This paper cites IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks

Reference 33

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arxiv_id, observed 2026-06-29T07:13:16.520262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:301d1850e753a831e83f2691d3b0e57e5873d46f471fcf280d9c530c389e6171

Observation 0bb98afd-b6c5-40d3-826a-cf794e5646d0 · outbound

This paper cites Mujoco warp (mjwarp), 2026.

UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms Mujoco warp (mjwarp), 2026

Reference 34

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:09:19.137932Z digest=sha256:b25e31dc5bdb18139355fc25812ec0c3112766f21ace46f689296a32b40f8086

Pith citing papers

No inbound Pith citation observations are available.