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Paper Citation Record · LEDGER

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation

As of 8 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 1 inbound Pith citation observation for arXiv:2506.08296.

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

pith.paper-citation-record.v1
2506.08296 v2

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:19:33.351047Z

measured 93 of 93 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T20:28:15.818016Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T20:28:16.069769Z

Reference resolution

92 of 92 outbound references displayed

  • verified exact2
  • verified fuzzy36
  • unresolved54
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5440114-dade-443f-81b9-4feca3bebda2 · outbound

This paper cites A survey of robot learning strategies for human-robot collaboration in industrial settings.Robotics and Computer-Integrated Manufacturing, 73:102231, 2022.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation A survey of robot learning strategies for human-robot collaboration in industrial settings.Robotics and Computer-Integrated Manufacturing, 73:102231, 2022

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.797267Z digest=sha256:70b50ea19e926b5b5d3016dd2846e3482c415add59ff41364939853528284fba

Observation 97e1689e-b798-4a89-8de8-3cc7489aee81 · outbound

This paper cites Scalability in computing and robotics.IEEE Transactions on Computers, 71(6):1453–1465, 2021.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Scalability in computing and robotics.IEEE Transactions on Computers, 71(6):1453–1465, 2021

Reference 2

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no resolver link, observed 2026-08-07T05:19:32.803444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.803444Z digest=sha256:75c097d995f3aca454dcc2589e64fa197f8451da0e2e395f5e6032d5d3ad9769

Observation 73302835-0f54-4d82-b9b0-1dda481c83d5 · outbound

This paper cites Large language models for robotics: A survey.arXiv preprint arXiv:2311.07226, 2023.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Large language models for robotics: A survey.arXiv preprint arXiv:2311.07226, 2023

Reference 3

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no resolver link, observed 2026-08-07T05:19:32.809787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.809787Z digest=sha256:2697104ee85e28002d41764fd328be81430d3de75820e908138ff9fcf30ec52b

Observation 354ce351-0610-429c-9e27-f134d52377cf · outbound

This paper cites Multi-agent deep reinforcement learning: a survey.Artificial Intelligence Review, 55(2):895–943, 2022.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Multi-agent deep reinforcement learning: a survey.Artificial Intelligence Review, 55(2):895–943, 2022

Reference 4

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no resolver link, observed 2026-08-07T05:19:32.816091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.816091Z digest=sha256:7fb0f6917274bb77e7aeda655369aa247da7f76e18178e1a280b65ae00b1969b

Observation 7d207559-4f23-40b4-b9a7-22c9ef8fb07e · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 5

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unresolved
no resolver link, observed 2026-08-07T05:19:32.822679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.822679Z digest=sha256:cf43089c5a777d504f581be99cd1a24949e830519d35a1a2749eddfc871b6c44

Observation 640af256-ccb8-41fa-bfe5-b3a8ce0a02e9 · outbound

This paper cites A survey on llm-based multi-agent systems: workflow, infrastructure, and challenges.Vicinagearth, 1(1):9, 2024.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation A survey on llm-based multi-agent systems: workflow, infrastructure, and challenges.Vicinagearth, 1(1):9, 2024

Reference 6

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no resolver link, observed 2026-08-07T05:19:32.831042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.831042Z digest=sha256:1642f72c38174119fa46dd32eb1a4956d4868d7962aebad8100a7269221fe82a

Observation 0cba0d81-2ddf-46e6-9879-0e6bd8436f45 · outbound

This paper cites Advances in multimodal large language models.Journal of Multimodal AI, 10(1):1– 15, 2023.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Advances in multimodal large language models.Journal of Multimodal AI, 10(1):1– 15, 2023

Reference 7

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no resolver link, observed 2026-08-07T05:19:32.838804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.838804Z digest=sha256:f3ce0f789ddb7d7fd62407cccde0de97453214c5cab8ad0b5ffe0e3b23e8920f

Observation d64b9b6b-e6cc-4808-8118-a09797188b2a · outbound

This paper cites MM-LLMs: Recent Advances in MultiModal Large Language Models.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation MM-LLMs: Recent Advances in MultiModal Large Language Models

Reference 8

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no resolver link, observed 2026-08-07T05:19:32.844421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.844421Z digest=sha256:d4cbacddce5f7fd7bf38045e7315bd7fae998a3779d3b572fd6a5a2f85dfd6a6

Observation 577b0a8d-6ccd-4de8-902d-3692c45b1b65 · outbound

This paper cites Neuroscience approaches in robotics.Robotics Today, 5(2):30–45, 2022.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Neuroscience approaches in robotics.Robotics Today, 5(2):30–45, 2022

Reference 9

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no resolver link, observed 2026-08-07T05:19:32.849655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.849655Z digest=sha256:5938a6bba8f149a9e7f97905dc6e5aa83c40b08cf920d03d5552f0a8e4d5872a

Observation cc0ff698-c7fa-4260-b8cb-964ee3f2274b · outbound

This paper cites Cognitive neuroscience and robotics: Advance- ments and future research directions.Robotics and Computer-Integrated Manufacturing, 85:102610, 2024.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Cognitive neuroscience and robotics: Advance- ments and future research directions.Robotics and Computer-Integrated Manufacturing, 85:102610, 2024

Reference 10

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no resolver link, observed 2026-08-07T05:19:32.857776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.857776Z digest=sha256:c15d303d9481f2828628b93a6724996a1ecf1584f12c379f6fe7ec52d99cdd2b

Observation 0fb4cc7e-3d6f-43f6-9220-2aa3c51567ba · outbound

This paper cites Multi-agent systems for robotic coordination.International Journal of Robotics, 8(3):100–115, 2021.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Multi-agent systems for robotic coordination.International Journal of Robotics, 8(3):100–115, 2021

Reference 11

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unresolved
no resolver link, observed 2026-08-07T05:19:32.863917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.863917Z digest=sha256:d7d6edf73799a76f23ab8f92670c28feb4e63596df03dbe7587c3c78ef20bf18

Observation a9ea83c4-b45d-47dc-81da-dfeabca216d1 · outbound

This paper cites Learning complex skills in humanoid robots.Humanoid Robotics Journal, 12(4):200– 220, 2021.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Learning complex skills in humanoid robots.Humanoid Robotics Journal, 12(4):200– 220, 2021

Reference 12

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no resolver link, observed 2026-08-07T05:19:32.869645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.869645Z digest=sha256:2a58fc98b99cea90ea9feffe6171fc250fba70ef5523317169c86441f24f7d87

Observation 544b92c9-fa54-4ee5-a1da-7d746038b48c · outbound

This paper cites Brain-inspired architectures for ai and robotics.Neural Computation, 15(2):50– 70, 2020.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Brain-inspired architectures for ai and robotics.Neural Computation, 15(2):50– 70, 2020

Reference 13

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no resolver link, observed 2026-08-07T05:19:32.875104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.875104Z digest=sha256:63bddd4eb2f47bb7c1d57092e158e4ebf7ffc31965917dae66ecca9c709fd5af

Observation aaf2c100-7d1a-487f-a552-e51e7d0d2345 · outbound

This paper cites Neural circuit policies enabling auditable autonomy.Nature Machine Intelligence, 2(10):642–652, 2020.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Neural circuit policies enabling auditable autonomy.Nature Machine Intelligence, 2(10):642–652, 2020

Reference 14

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no resolver link, observed 2026-08-07T05:19:32.880153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.880153Z digest=sha256:124ebafab2a83d68b8945ee3535a3d28533643212eeed9e2c3f8535576e52622

Observation 4df36708-6b34-4e19-855d-fcc2dc33f860 · outbound

This paper cites A system hierarchy for brain-inspired computing.Nature, 586(7829):378–384, 2020.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation A system hierarchy for brain-inspired computing.Nature, 586(7829):378–384, 2020

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-07T05:19:35.185581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.885338Z digest=sha256:ca6e4d694508eb9f1ea5f2c3b6c0dd4a1f8a7b3a844864c1d7cafd30929a9bf2

Observation 316f115f-dd3f-4b06-99e0-348dba60b4c4 · outbound

This paper cites Palm 2: Next generation multimodal capabilities.Google AI Blog, 2023.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Palm 2: Next generation multimodal capabilities.Google AI Blog, 2023

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-07T05:19:35.169391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.890655Z digest=sha256:2efbcdf7dd9381d54167b1bd609553798f9d94ac26ec0be512dd469e29bffaf1

Observation 52004a73-8eea-4a39-a0fe-2a30af318dcd · outbound

This paper cites Imitation Learning from Observation with Automatic Discount Scheduling.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Imitation Learning from Observation with Automatic Discount Scheduling

Reference 17

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T05:19:32.895273Z digest=sha256:380b827393cc30af592cc9021372848552f2e3ddc93952c1a147065c50768d9b

Observation 7ddd6aaf-4616-459e-840b-c2f2fe48c30b · outbound

This paper cites Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 18

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source=pdf_text observed=2026-08-07T05:19:32.900779Z digest=sha256:f8898b7baf16f1d38ed474f2f663323d783a03a851ec70d5d8ecb10a6bb448f7

Observation f90b0260-dde3-48cf-98f7-b4b57373eca8 · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.909325Z digest=sha256:728c23e99e22c0d2f8329aa0a1fc98a3edbf6c192648621a162f5dde6f9c84b4

Observation 28c7e782-add3-4a5a-a6d5-44361a17ab31 · outbound

This paper cites Dynamic skill learning from human demonstration based on the human arm stiffness estimation model and riemannian dmp.IEEE/ASME Transactions on Mechatronics, 28(2):1149–1160, 2022.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Dynamic skill learning from human demonstration based on the human arm stiffness estimation model and riemannian dmp.IEEE/ASME Transactions on Mechatronics, 28(2):1149–1160, 2022

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-07T05:19:35.150579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.915619Z digest=sha256:018373ab28e9becf7efa8bf8b5101a9108027538ba90eb57ffebbe106eefd332

Observation a3f9bd0d-432a-43da-bb10-b3c61bf925c7 · outbound

This paper cites A dynamic movement primitives-based tool use skill learning and transfer framework for robot manipulation.IEEE Transactions on Automation Science and Engineering, 2024.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation A dynamic movement primitives-based tool use skill learning and transfer framework for robot manipulation.IEEE Transactions on Automation Science and Engineering, 2024

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-07T05:19:35.129882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.924066Z digest=sha256:8e86fc532902365c40bee86dbb9242398154976fbf35c1554c99d050db489596

Observation 7ad23c6e-08d0-4cbc-931b-69dad5102e84 · outbound

This paper cites Cdpmm-dmp: Conditional dirichlet process mixture model-based dynamic movement primitives.IEEE Transactions on Automation Science and Engineering, 2025.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Cdpmm-dmp: Conditional dirichlet process mixture model-based dynamic movement primitives.IEEE Transactions on Automation Science and Engineering, 2025

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-07T05:19:35.110847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.932309Z digest=sha256:07b64648cac7c0ace5fc2a12f89442501c6adbd67e8daf2aa5a54a7aba613a39

Observation dedb78ff-b8b2-4cbd-a717-1fec588a1eb0 · outbound

This paper cites Interactive robot learning: an overview.ECCAI Advanced Course on Artificial Intelligence, pages 140–172, 2021.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Interactive robot learning: an overview.ECCAI Advanced Course on Artificial Intelligence, pages 140–172, 2021

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:35.091665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.937244Z digest=sha256:3530d35a6a3e0b5b397bc5907ecfdd2489915aae0c5fce23361620dce46aaab4

Observation f299b634-a645-4028-95c9-51f33a13e254 · outbound

This paper cites Interactive human–robot skill transfer: a review of learning methods and user experience.Advanced Intelligent Systems, 3(7):2000247, 2021.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Interactive human–robot skill transfer: a review of learning methods and user experience.Advanced Intelligent Systems, 3(7):2000247, 2021

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-07T05:19:35.075517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.945720Z digest=sha256:a0a1f4ae6ce52275c0300187149b7d61813b1d3d8c448cf19b3910f2c2ec6263

Observation 3992f7d3-99c6-46eb-bce2-121d5f4c1667 · outbound

This paper cites Sharing to learn and learning to share; fitting together meta, multi-task, and transfer learning: A meta review.IEEE Access, 2024.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Sharing to learn and learning to share; fitting together meta, multi-task, and transfer learning: A meta review.IEEE Access, 2024

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:35.058558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.955315Z digest=sha256:871717ef1fa9e2e8899c4720449e74895d48dfd7f972e59f67b13c1375d7c987

Observation 1e846c31-5af6-47a8-b30e-9fdea81b1a18 · outbound

This paper cites Motion tracks: A unified representation for human-robot transfer in few-shot imitation learning.arXiv preprint arXiv:2501.06994, 2025.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Motion tracks: A unified representation for human-robot transfer in few-shot imitation learning.arXiv preprint arXiv:2501.06994, 2025

Reference 26

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unresolved
no resolver link, observed 2026-08-07T05:19:32.960423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.960423Z digest=sha256:64d23e5b680241bad1406fca04899ce820a1607c1c98c9a86f5d6cd11070257d

Observation ac746741-74fd-4e2b-b843-c457e62b3ac4 · outbound

This paper cites Robotap: Tracking arbitrary points for few-shot visual imitation.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Robotap: Tracking arbitrary points for few-shot visual imitation

Reference 27

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unresolved
no resolver link, observed 2026-08-07T05:19:32.968375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.968375Z digest=sha256:46ab476a9fae046d7460ce8e14511db2879687bab4efb4a7a164d678dce589c0

Observation 909b3bc1-a20c-46c3-9829-d18541c321f2 · outbound

This paper cites Hierarchical skills for efficient exploration.Advances in Neural Information Processing Systems, 34:11553–11564, 2021.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Hierarchical skills for efficient exploration.Advances in Neural Information Processing Systems, 34:11553–11564, 2021

Reference 28

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no resolver link, observed 2026-08-07T05:19:32.973983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.973983Z digest=sha256:d382e96183335841b0298383ff27062dda724397867a52f81304c99a0b8cbe3a

Observation c4099923-f6be-4dbc-8bbe-079f02593268 · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 29

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unresolved
raw_fallback, observed 2026-08-07T05:19:35.018826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.979769Z digest=sha256:387112abc3fb390e5d86c564cf89e9b9cfaf9bc5641e0b61d5551ee28c8742e7

Observation 194fc437-1bfb-4d7d-b774-46d24cf743e6 · outbound

This paper cites Learning Transferable Motor Skills with Hierarchical Latent Mixture Policies.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Learning Transferable Motor Skills with Hierarchical Latent Mixture Policies

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:19:34.031105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.984783Z digest=sha256:091a16c9ba7b5675c66ce1649e9531ec566c228d63ace63fcd390769f916200f

Observation 09a28f14-ed31-4993-8542-a441f5486d39 · outbound

This paper cites Disturbance-rejection- based optimized robust adaptive controllers for uavs.IEEE Systems Journal, 15(2):3097–3108, 2021.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Disturbance-rejection- based optimized robust adaptive controllers for uavs.IEEE Systems Journal, 15(2):3097–3108, 2021

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-07T05:19:35.002704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.989958Z digest=sha256:9d8b064481ad53799d3c326887f1be2834962108274d88d483ea86d6100ca4e4

Observation 8b4db3d3-6f7d-42cd-a880-66c354399064 · outbound

This paper cites Dynamic magnetic field generation with high accuracy modeling applied to magnetic robots.IEEE Transactions on Magnetics, 57(7):1–10, 2021.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Dynamic magnetic field generation with high accuracy modeling applied to magnetic robots.IEEE Transactions on Magnetics, 57(7):1–10, 2021

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.984314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:32.996237Z digest=sha256:6ceef810f770e2ae66e31c2a0bcb9bfcc8d272b9cf90481af27f58afbf488d33

Observation 1837dcc0-a8ab-435d-bd06-1b545bd9bb6c · outbound

This paper cites Adaptive control improves sclera force safety in robot-assisted eye surgery: A clinical study.IEEE Transactions on Biomedical Engineering, 68(11):3356–3365, 2021.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Adaptive control improves sclera force safety in robot-assisted eye surgery: A clinical study.IEEE Transactions on Biomedical Engineering, 68(11):3356–3365, 2021

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.966486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.016436Z digest=sha256:5837c332da875c0c6410eb37f72c612ec100082b17067132f5d379990862637b

Observation 5352be55-fd7d-45a4-bc2e-f3f50f727248 · outbound

This paper cites Visuotactile-rl: Learning multimodal manipulation policies with deep reinforcement learning.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Visuotactile-rl: Learning multimodal manipulation policies with deep reinforcement learning

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.948969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.021738Z digest=sha256:70421e5db1b14b1b41e87341ec4314fc72b7ea27e13ca674b548c05fab58ba53

Observation 61022c80-3763-4ba0-9786-8f89722ebea9 · outbound

This paper cites Fully autonomous real-world reinforcement learning with applications to mobile manipulation.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Fully autonomous real-world reinforcement learning with applications to mobile manipulation

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.931229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.027746Z digest=sha256:231570f8695cee3ce236021c6ed4383ca4c28bf383d256355ddf184a6c8ff545

Observation e61bc46d-2671-4cd2-8e90-d6300bcb60f4 · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:34.914205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.035236Z digest=sha256:90027ffc15da61d45ce2698ed51adc5a4a8c2b4191bec9cc46b618a2851787d0

Observation acfc40fb-3973-4526-9708-0cb03f8fc32b · outbound

This paper cites Action- quantized offline reinforcement learning for robotic skill learning.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Action- quantized offline reinforcement learning for robotic skill learning

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.898102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.040543Z digest=sha256:3d7b9c07a3940a433fc4f2474d04f5473049a8aba36ced793c34c948c8068696

Observation 26b50515-1a4c-4145-9c19-77d2bf0668f5 · outbound

This paper cites Bresa: Bio-inspired Reflexive Safe Reinforcement Learning for Contact-Rich Robotic Tasks.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Bresa: Bio-inspired Reflexive Safe Reinforcement Learning for Contact-Rich Robotic Tasks

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:19:34.003030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.045087Z digest=sha256:9de53fcf3744b4e4fd47f22f3193379d7303bb1ea3129078dd1444347f032231

Observation 4015fbac-0adb-4486-9b23-724e9dc02559 · outbound

This paper cites A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6):186345, 2024.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6):186345, 2024

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.051151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.051151Z digest=sha256:fb1b4437b7df46cc2142e445e170f5d96844fa157b68a3b122cf2e4ec16aca95

Observation 02fede0c-b8fa-4def-843a-8682bf2d2143 · outbound

This paper cites The rise and potential of large language model based agents: A survey.Science China Information Sciences, 68(2):121101, 2025.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation The rise and potential of large language model based agents: A survey.Science China Information Sciences, 68(2):121101, 2025

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.055555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.055555Z digest=sha256:1b0b8c6fa1a903ac2d684707fb9ef15fec214d3aea049db467fec9d1cda602a3

Observation 27823e8a-86d8-4304-8cef-5c3e967603f1 · outbound

This paper cites Cognitive architec- tures for language agents.Transactions on Machine Learning Research, 2023.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Cognitive architec- tures for language agents.Transactions on Machine Learning Research, 2023

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.059995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.059995Z digest=sha256:82163226eaf59ec98a5fcfda63d926707192a5d0d1a89f1ed07faffd1c816173

Observation 8e9aff56-1e65-4bd5-90f7-cb261fe5d053 · outbound

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

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Llm-planner: Few-shot grounded planning for embodied agents with large language models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.065027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.065027Z digest=sha256:7d7a4c7c3bb7a5dfa852bf95cb1b63bbc662dac64c8512bf0a004df3b1c2afdb

Observation b2f75682-68f0-4cb8-8be4-f6d5196c0974 · outbound

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

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Language models as zero-shot planners: Extracting actionable knowledge for embodied agents

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.070232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.070232Z digest=sha256:55290a5958d0c77fd4e5f917c6da3ead7f041465d801b0575fbe50594fbfeab8

Observation ac30f077-3c8f-4b59-95ab-c474e95762c2 · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.075823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.075823Z digest=sha256:12304b01c66be3f739bbcd6af3d6ef5a41775450f8fe260485196cd7e3783e48

Observation eb6180c7-fb5d-4048-a39e-a2883194a02e · outbound

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

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Do as i can, not as i say: Grounding language in robotic affordances

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.081195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.081195Z digest=sha256:bc4948e86d7ca3984c9050adbfd9a892347637659306fe5df17ca0d2d313bf92

Observation b19afc02-30b7-4d4f-b5ce-410d64632600 · outbound

This paper cites Grounded decoding: Guiding text generation with grounded models for embodied agents.Advances in Neural Information Processing Systems, 36:59636–59661, 2023.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Grounded decoding: Guiding text generation with grounded models for embodied agents.Advances in Neural Information Processing Systems, 36:59636–59661, 2023

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.814406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.086273Z digest=sha256:f0dbb8ba6136fd50d82fbbbcd23ec4e488dd5edc9ca81660abfa03d45ee00406

Observation be5eb6d5-9e81-400b-98db-fe9d8b2d21c6 · outbound

This paper cites SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.090755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.090755Z digest=sha256:0eb2a49b94d21e1bed59b11202d7234e596ef05bec6bfcdc7091f9e428ee1d99

Observation b07a67e7-bf1a-41c1-9f82-b4dbeabb6367 · outbound

This paper cites Grounding complex natural language commands for temporal tasks in unseen environments.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Grounding complex natural language commands for temporal tasks in unseen environments

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.797571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.097016Z digest=sha256:33ddb930637d63bdde15b3063cc47fdbcb8d32bbf3f8813f9fe48571cdb8f27b

Observation 17ecbec7-aec3-40de-a00b-cbc5506f15cf · outbound

This paper cites Autonomous behavior planning for hu- manoid loco-manipulation through grounded language model.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Autonomous behavior planning for hu- manoid loco-manipulation through grounded language model

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.780220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.102657Z digest=sha256:9232472fdbf740837b5c2da879740a219cfa6a4b75f413962f24d78238c4dd67

Observation 7fe3affa-05b9-4670-93b0-fa9b439efd22 · outbound

This paper cites HYPERmotion: Learning hybrid behavior planning for autonomous loco-manipulation.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation HYPERmotion: Learning hybrid behavior planning for autonomous loco-manipulation

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.764950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.108003Z digest=sha256:a3a58dae5f948986edad14afd0ac42e071edacf4bfb40530c74814d6a5c25d39

Observation af72b9bc-39f4-476d-8855-8b8a3fbb081c · outbound

This paper cites Embodied BERT: A Transformer Model for Embodied, Language-guided Visual Task Completion.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Embodied BERT: A Transformer Model for Embodied, Language-guided Visual Task Completion

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.114511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.114511Z digest=sha256:ad6c7f61bc5b136e0b12dce0774b451212c5cfeccc46e76f968061c312f246a9

Observation 5f0903ae-8380-4175-ad07-e77167502384 · outbound

This paper cites Episodic transformer for vision-and- language navigation.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Episodic transformer for vision-and- language navigation

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.747721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.120955Z digest=sha256:ce9e6143ac5e2bb9c8595e3017edddca1eba1f92ed0769fffcf65eccee65c5eb

Observation 2ae1e1ba-2b5a-4cd2-85d6-d49ea6baf979 · outbound

This paper cites Skill Induction and Planning with Latent Language.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Skill Induction and Planning with Latent Language

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.126235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.126235Z digest=sha256:16bf864cc5a8bf61353b437c6e84804c23458e906c7a3952561d1c9fb2b63817

Observation 9c6ee94b-422c-40cb-83e8-2a4c1d69a990 · outbound

This paper cites Smart-llm: Smart multi-agent robot task planning using large language models.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Smart-llm: Smart multi-agent robot task planning using large language models

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.729281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.132117Z digest=sha256:db44b9b2abe4355918528a2a55edae7edc07d7cab59a1707d1e52364215f630f

Observation a7f99b29-767c-4285-a68a-5240bd87eb51 · outbound

This paper cites TwoStep: Multi-agent Task Planning using Classical Planners and Large Language Models.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation TwoStep: Multi-agent Task Planning using Classical Planners and Large Language Models

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.137287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.137287Z digest=sha256:275b4b91d13a1c81041064cf1a902c77951c40cfb7621ecb2fd4313144c2dfd7

Observation 6d272a64-867b-494a-bc8d-965ce771b9c7 · outbound

This paper cites Roco: Dialectic multi-robot collaboration with large language models.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Roco: Dialectic multi-robot collaboration with large language models

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.712211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.144157Z digest=sha256:199ca2676f9ef6ec5bb6b22654c6185fb519be5bb8e0b42c01092fdb9787e68f

Observation 4084630c-d4e9-4302-ba72-ca0e545caecd · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:34.694899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.149771Z digest=sha256:af7887b6cbc4cca9f74b7b9af18db91cbaf29017581a8fab0c3ca33d912071a2

Observation 9d58ac06-c726-4fe3-ad32-c78feba0bccc · outbound

This paper cites Building Cooperative Embodied Agents Modularly with Large Language Models.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Building Cooperative Embodied Agents Modularly with Large Language Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.154934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.154934Z digest=sha256:6cd688aa6fd55e1dcd83f9a705bdaebc685b8223825ab3fbc85f9138d9d54dd7

Observation 1c41196a-d295-4843-be50-77dadc524f67 · outbound

This paper cites Probabilistically correct language-based multi-robot planning using conformal prediction.IEEE Robotics and Automation Letters, 2024.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Probabilistically correct language-based multi-robot planning using conformal prediction.IEEE Robotics and Automation Letters, 2024

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.678486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.159965Z digest=sha256:ba5dd590eba6cebcc377b5c16d1a86c73993aefe8598a15ed06f187a835c3857

Observation bde2111e-4cc6-40b0-a1c5-d77452b0bf3a · outbound

This paper cites Long- horizon planning for multi-agent robots in partially observable environments.Advances in Neural Information Processing Systems, 37:67929–67967, 2024.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Long- horizon planning for multi-agent robots in partially observable environments.Advances in Neural Information Processing Systems, 37:67929–67967, 2024

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.661778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.165398Z digest=sha256:5ddd351d635016e3684545125c4f23d649501f5279dacf1eb4e3de222807bf1d

Observation b7ae6ded-c742-473e-a0cb-571c8817a7be · outbound

This paper cites Open x- embodiment: Robotic learning datasets and rt-x models: Open x-embodiment collaboration 0.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Open x- embodiment: Robotic learning datasets and rt-x models: Open x-embodiment collaboration 0

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.170963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.170963Z digest=sha256:1eeaae4dd14a433435b4dafe6c7cc7def93ba325b5e5c5b94321b05a3ccd54a5

Observation bbfe286c-d346-4f86-abbd-4b45c6561a9a · outbound

This paper cites Foundation models in robotics: Applications, challenges, and the future.The International Journal of Robotics Research, page 02783649241281508, 2023.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Foundation models in robotics: Applications, challenges, and the future.The International Journal of Robotics Research, page 02783649241281508, 2023

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.635472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.175956Z digest=sha256:4a124f85bf28149abb57f1cd2ff8a722a1da52855cd69ac2db52b0250a766309

Observation 327d3136-e925-47ec-9cbb-e96469dcebda · outbound

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

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation OpenVLA: An Open-Source Vision-Language-Action Model

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.180432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.180432Z digest=sha256:efd2003e300b9e63cc262fd2ae346069132b067f012001fa7dda45eef68c0af4

Observation 720c3a85-1923-425d-82e7-b1cdfcb04e9a · outbound

This paper cites Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.185758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.185758Z digest=sha256:881e3972a5854e95735c9cb18da57eef8eec2e90281cd15350c2362745bba62a

Observation cee1e2df-dae7-432b-80ee-fa198d741127 · outbound

This paper cites A Dual Process VLA: Efficient Robotic Manipulation Leveraging VLM.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation A Dual Process VLA: Efficient Robotic Manipulation Leveraging VLM

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.190766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.190766Z digest=sha256:f989a27dce3bd924a9485fa92be75d9d56a84e1ba4584069823d013fd2fdb8d3

Observation a76c6924-a388-4027-a892-6ac789a43f55 · outbound

This paper cites Octo: An Open-Source Generalist Robot Policy.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Octo: An Open-Source Generalist Robot Policy

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.195835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.195835Z digest=sha256:bc56bdd9d019a9340015794e62de945a6c03d488503f013bb3d64be6d1f699d4

Observation 03f5e498-42f4-4af6-a658-f9fe2a779ff2 · outbound

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

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.200175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.200175Z digest=sha256:ee622f04127a581786355542fb3a73411332aa5dcfbaa7e0b039655eec5490bf

Observation d1511eef-f00a-4627-85dd-3ed9fae78fa2 · outbound

This paper cites Deer-vla: Dynamic inference of multimodal large language models for efficient robot execution.Advances in Neural Information Processing Systems, 37:56619–56643, 2024.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Deer-vla: Dynamic inference of multimodal large language models for efficient robot execution.Advances in Neural Information Processing Systems, 37:56619–56643, 2024

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.618499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.207055Z digest=sha256:2da95c3925e65b6819a1cb670de95929c198465c10c8588ac266df344c475533

Observation 6757c753-7418-4dd1-aca2-6e4f516e0bb7 · outbound

This paper cites Bi-vla: Vision-language-action model-based system for bimanual robotic dexterous manipulations.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Bi-vla: Vision-language-action model-based system for bimanual robotic dexterous manipulations

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.602171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.217602Z digest=sha256:5160ad9178463ee8dcd497bbbbda4bde5a3fe3b36e4f2f2082530e18053c287a

Observation f4b06ff7-7772-429d-a384-c7585fbda737 · outbound

This paper cites Interleave-vla: Enhancing robot manipulation with interleaved image-text instructions.arXiv preprint arXiv:2505.02152, 2025.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Interleave-vla: Enhancing robot manipulation with interleaved image-text instructions.arXiv preprint arXiv:2505.02152, 2025

Reference 70

Resolution
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no resolver link, observed 2026-08-07T05:19:33.223518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.223518Z digest=sha256:9c82aa863f6a598a1e01c72af2bad02975cbb550b3d94c05dc878098c2a84995

Observation 4be85ac1-bcd6-4577-b9a3-b453fcd8b5cd · outbound

This paper cites Robotic Control via Embodied Chain-of-Thought Reasoning.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Robotic Control via Embodied Chain-of-Thought Reasoning

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.229177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.229177Z digest=sha256:099e7cb04bdd9999edd15e78567f003028d3aaa27b0f996b35cd2af318db0fc3

Observation f542c0d6-39a3-4678-b57e-b28efe4db746 · outbound

This paper cites GraspVLA: a Grasping Foundation Model Pre-trained on Billion-scale Synthetic Action Data.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation GraspVLA: a Grasping Foundation Model Pre-trained on Billion-scale Synthetic Action Data

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.236141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.236141Z digest=sha256:e1e57c92628cdfa8c94979f729ca42a4d6f3ba9ac0a4d2881cc183c3edc95146

Observation 76f6b81c-810b-45e8-87d8-3f8d8b9edc7f · outbound

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

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation UniVLA: Learning to Act Anywhere with Task-centric Latent Actions

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.241999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.241999Z digest=sha256:1ee6a359266e8c893b4047c190482dd9a40a8ae3a90c2fbba60467ed450e1467

Observation 87be7c03-2476-4a69-8e1a-8aeadcb82385 · outbound

This paper cites Neural brain: A neuroscience- inspired framework for embodied agents.arXiv preprint arXiv:2505.07634, 2025.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Neural brain: A neuroscience- inspired framework for embodied agents.arXiv preprint arXiv:2505.07634, 2025

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.247268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.247268Z digest=sha256:d94905daba9f2570f494a97901634f7ee35652855e0be0364d872ff032561985

Observation d5cae9f8-2341-4bfa-a437-0e9c5d3ffce3 · outbound

This paper cites Spike-based local synaptic plasticity: A survey of computational models and neuromorphic circuits.Neuromorphic Computing and Engineering, 3(4):042001, 2023.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Spike-based local synaptic plasticity: A survey of computational models and neuromorphic circuits.Neuromorphic Computing and Engineering, 3(4):042001, 2023

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.586073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.253132Z digest=sha256:2bcaaf85d7215a42a864f99e8a7923f5ea7f36d9236a391270d54f8aba8cf477

Observation aa6b4727-b8b7-4d72-8f92-c9ef72869c44 · outbound

This paper cites Spaic: a spike-based artificial intelligence computing framework.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Spaic: a spike-based artificial intelligence computing framework

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.566652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.258439Z digest=sha256:acd77c859aea19f489d88406c67ecc58ea8fd60e3a326f0ddee6d9af37a4456b

Observation ba8e540d-817e-45a9-93c4-15f659919a7c · outbound

This paper cites SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-07T05:19:33.263307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:33.263307Z digest=sha256:9c474d6425b01e5a7109ca09c1ac8dccceaa706b6f6b61cf6a2c802a0e59bdb1

Observation f8dd1abc-3c46-4e7a-a86a-2e0c8fc7b566 · outbound

This paper cites walk to the desk), ’medium’ (e.g.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation walk to the desk), ’medium’ (e.g

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.549856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.270736Z digest=sha256:19b07a98b48cb5627856216c1450a8d90453ac29c03ea73f502115e55194657d

Observation 78dd83fa-11b2-4b93-8be3-66f9d40b70a9 · outbound

This paper cites subtask_id.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation subtask_id

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.532159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.276407Z digest=sha256:c7d80724bc73a66784399a7266203a0896bd922c95082c418c10d236c18d34f7

Observation 4b9e6a19-c30a-4980-878b-4455e87287c0 · outbound

This paper cites difficulty.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation difficulty

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.515244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.281086Z digest=sha256:f54aa011cd407fe744cd6a736af4a3fcd76beeb2e9638b75dde15830f5119c7f

Observation 65500ced-1920-45fd-b99e-62efc186cdda · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:34.496950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.288030Z digest=sha256:1ace0d2e6231563861ff67efcc9a35099a0e4fe6a57b18649791236e5d1b9a9d

Observation 7bedb19e-d8ab-4d9d-98cf-699da9c2a031 · outbound

This paper cites data validation.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation data validation

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.470102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.294125Z digest=sha256:46c1b46eeecbd49db668ca14544b0594711b56c6fe718127dcfe61213580afdd

Observation 36949e61-8d8d-40b3-848c-45bfaefacda1 · outbound

This paper cites collaboration_required.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation collaboration_required

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.450945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.299156Z digest=sha256:7f6e324d5546864c387c06fa2ad5b720bbaacc1e0ce4bd46d55eca9c55cdd003

Observation d246b70f-5608-4bed-9f77-37768940b6eb · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:34.431837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.304227Z digest=sha256:8d37b5b91cd4f3c5fb95778eeb56667ba3e86d2d22658a1b1f3e9efc70dbc3f9

Observation 95f8228e-9817-47e7-bab1-cbd542ae1400 · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:34.414883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.309804Z digest=sha256:2a2dfdbca6b54483c0c905d5621c7d0027d5dd31d83c6471682cd35beee195aa

Observation 1f51c305-7d7d-4833-a6d4-72e6cb9f691f · outbound

This paper cites response.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation response

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.396963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.315966Z digest=sha256:59828a4a35be4d9779b2bdbddebe8cca0b3b1de58f08b004cc5e549be116c310

Observation eef44237-bce8-4ee4-9743-26705d2d6691 · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:34.377915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.323336Z digest=sha256:1b24f7b8312800d8d04e34963747699f6914179fb3901b1d54be63db9a5b1c8a

Observation a5738ada-926a-48a8-a4b3-f77655f62a57 · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:34.356463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.328880Z digest=sha256:431c0524defe97a5e8ed076213f12a91381370080b17d105a3b911acb49e7424

Observation bea61d62-8499-4aa1-9514-e88c4aaf3890 · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:34.333832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.334790Z digest=sha256:af1388255dd6fe4e6001de27b94acee18cc86ddfaa2272b3586a50b0f08a6732

Observation 6714d739-4d98-4b78-bc23-0dae382e2cee · outbound

This paper cites next_state.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation next_state

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.315235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.340829Z digest=sha256:12a9fcdb1210e100ae1f17599b54c67b2e875db5442e7713bb59dc9fecb99013

Observation 053bded3-03cf-4e45-aafd-be7ecde61ffa · outbound

This paper cites an unresolved cited work.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:34.296923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.345983Z digest=sha256:f13741fcf6ff857e4ec3efa799c52f692aa553b9dd9255941ad2a1aabb404bbf

Observation 75905f09-fd01-4425-b438-98cf75367916 · outbound

This paper cites selected_action.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation selected_action

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:34.278430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:19:33.351047Z digest=sha256:8f8852012fd13ecce657c20dd40edbdc7eb6ed41127d629ff8f2d51f254d6a4e

Pith citing papers

Observation d9c5cec1-39a9-4eae-b30b-8546f068d38f · 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 HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation

Reference 169

Resolution
verified exact
arxiv_id, observed 2026-05-17T20:28:16.072632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-17T20:28:15.818016Z digest=sha256:2e70b4bebb3902f0af24b74d33592d8d6a2922ce2d01510971b715988d441f1d