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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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:ed1c44f4afdca71cef2ae280273ff826a34e85d350ebe0d9725af40859426ee2

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.803444Z digest=sha256:491c8139cfba1442dfd43b2d34848485be56ac630bf6bf9f1885a503b4f1f14b

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.809787Z digest=sha256:31cd08bee2bf515826b72b0d348d2b04e6de9644802346d00c4dcc598bafe621

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=sha256:50de9d1876649d78e27c23b3879f9312c9eec8067d52ee3814401ff15adc5c8f

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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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:cdcfc1086b2613ffa59bad4115f40378d0ff68de48f5470d951b1dcb1b63277b

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:f62dca9af6ffff6abce3a9251b3696f9f3d7d2d36c4e4c9bbbfcfac393c1b53f

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=sha256:71ae4032a894730a0d13c1a02a1777511a761a6470e778b56a3a21dd398410bc

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=sha256:1ecd4730c83ca90d69a61a38af6b85a016832815b3a66d2bdf90e090a955bfbf

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.849655Z digest=sha256:777c20e33ab37c67313aff869368a963a971945c7228e6e210dc6e89e234d8db

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

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source=pdf_text observed=2026-08-07T05:19:32.857776Z digest=sha256:6d70ae7c18fd7e0c4d22ecdb58141578be7d462f533235589873bc893e2a0ada

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:ae43843caa2813149bab462024658397b15c2c00aee4fe19c27df6694fdd77c6

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:a8f8101bcd72dc313e93b749b6c2f188edc67df692f229bc090d273205829447

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:de07697df33adedc728bb5f2ec3d1840dfac94fc8f421defffa3702e00c20973

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=sha256:4392d81ba7a9256483f6361313ae93e64c21b09a7546cd203b8c88c7ce0d73d5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.885338Z digest=sha256:41674962f37ed53fa66006c7edab9abefe67f0c304d5c2a8a270100fd34926a5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.890655Z digest=sha256:91693df033830c8e35bf7ad80608093064b21df9569919115671ca2bb918f4c1

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=pdf_text observed=2026-08-07T05:19:32.895273Z digest=sha256:6d244448c591aa6d5b74371382596817a02809ba106a0ba2523c3bb6bcd8d6f4

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-reported events for the cited work

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source=pdf_text observed=2026-08-07T05:19:32.900779Z digest=sha256:b04fd500ea6cb2d091b4cf60aebd982d5c74316c3080147fb8158d7331c3e0f3

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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source=pdf_text observed=2026-08-07T05:19:32.909325Z digest=sha256:3cbc86107a38cf7a61978776a486dc3339774515518e7b9e7935b4c499ae254f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.915619Z digest=sha256:f8925d4f7b8a0ca40b29ebc0f7547c4e6ecc0c6e4a08b6d1cbf00ae9a395f0e6

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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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.924066Z digest=sha256:9f71b10a1bbd230cd42201ae9b409dcb17c44bda7033fe50481aeff5dc36f1c6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.932309Z digest=sha256:1b8781473ffc403a3dd78f2f4d78584efcf4714f4b7acb1297e4274027dd6015

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.937244Z digest=sha256:a1e550258278fd245c662549acea8213f3c244176e4d16d24e7312cd61fc96d6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.945720Z digest=sha256:ef577c08350ca9ab08a0f962f27590891546ae9318e9744fd47c860a1495b218

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.955315Z digest=sha256:88b94ed320c1b588a410f04f05ba158ee6e5a6698ea18d4997ce090a2e6b40f0

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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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:b51044ed5cd015c5db81625eb609a79597859dd69a34590b0d8d9f32b77a6289

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:a106e7d8dae48ff6ff16c60ca048bfd72f4f88f85900f573489297f209449f9f

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:19:32.973983Z digest=sha256:15e183023da0f17698c193371ce2b6382eec918a48f47c49d4d033e2e64cf8b7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.979769Z digest=sha256:529740ed61e5b6b0963efebaf2977823779ad954bc11bfbfa451f28615eda64f

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.984783Z digest=sha256:08f98c54dc40befce004b7997d6e4c14b7ca884bd43f4b6ae0eed67e3ddd57a8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.989958Z digest=sha256:754cee5208b6d2eb8e379331a0e424bf481f104cf8ca9f6b3c58d35e80a9cb7a

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:32.996237Z digest=sha256:b5bb66e689961800636326e1ffdc0a2d07835e42d1040f19590f5b40d98a2aed

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.016436Z digest=sha256:5a2885fb9a089b9ad12f07cab1db10107e49004894687065e1185b463abfa601

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.021738Z digest=sha256:1f40948f2c86926dc5ce56ba0fffb125449900a9b4dba8f30abc5e145bc2a66d

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.027746Z digest=sha256:ff98eb4f076e4eeb5a15c576a453d00d7eb834be9a90e229d05abab9d42727ef

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.035236Z digest=sha256:702213b84a865104df7953240e60844d1493fbd161c2812ac8374b77cdf62bb1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.040543Z digest=sha256:26c32a3c2003640168d11f979f964865e43debbdf886e03f8506d73d604eb30d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.045087Z digest=sha256:2ded7abb80827149752d7207025ed2cf5c9732cb03d7377a36e535416234a35d

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

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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=sha256:9e23740dbbd40fc5f88ffb2f231a3a0c4773de6f8c8424ebfd7d28dca92fe2b7

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

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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=sha256:92f3fbc1dc3e45a21f7a1a7ef7a428dfb026303f5e8f42e4201301fd24b514dc

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

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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=sha256:8000d524766b6d9a6b7d2dad57048e7b864fde4c55812aad7a54b16567d56f08

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

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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=sha256:33532ff3802168dbae75fe9360dbc28843ac48687f2213a5468ddd97b12d7179

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

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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=sha256:895b463255f83b9ecb3fb98b168d9aa681fdd8121655a8a5bc8c71f3594345ce

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=sha256:9dc464b6ca0f9c29492d96f998d631c6f3a89d3a0614d764b1609b93185e4512

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
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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:cdd24556b400be4ac901a7218bad160239ea6eb89194743b33277fd2c08759db

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.086273Z digest=sha256:b1269252fa17a45dce807cf94bbd8695dcb3a5e7efe2b87bb2d489d6e2ee6304

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

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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=sha256:505b848346c963c1d7a89bf44ca57604cc90d8281c4ed5627618c8fcb2a2e806

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.097016Z digest=sha256:99e45cccafd8fb3229dfe888a3037af54b824bef45409fdc600bec09690b3cf8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.102657Z digest=sha256:2b184374eb3805fdd87c53f60cd077907ce77513deea3810ee269c933d595caf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.108003Z digest=sha256:ee0916281c2bd53510c27aa59e9b1e0d4ad5805a47adb705b0b5e8b719bef44a

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

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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=sha256:78ab35aedc21dec644baf3e3eb6faf8ce5ce7cdba464bd63083c666479490dc8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.120955Z digest=sha256:6f85ca1f1683f6849636cb742c11af5a1bd41aea4402bc52579788378c7b1d85

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

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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=sha256:5e4d62bf057f9c47315c91274d9d340111fbfbf5948f6e891bc132d7c5d1cc2a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.132117Z digest=sha256:9121dc92ebffd0cf8025b19d600999a7143f5ab404bf1fd3f3098d7d58cf8a39

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
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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=sha256:6034871e5262bdf9262979c80b18aea578eacca9ae717c1226b34ab38d5694cb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.144157Z digest=sha256:d58689b1468996c2963371d7ac8718a876229d31ba04081f48c19353d4e5ae07

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.149771Z digest=sha256:a442f9176e7d0afc03a15ff55b3c8d0e8966733df740662ea2ed4960c4b209c0

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

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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=sha256:48e47b3a8abb49cf8c8aa54d6903297e5e8d38ba24e98e8278e2d60bee001105

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.159965Z digest=sha256:722ec9bbda50458ff1d952df0b14a2702006ef7dac0dd29760dc2d35a100249e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.165398Z digest=sha256:d75e4cef75c7276cd1660728c6090443d494c06004c33801608880572949d923

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

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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=sha256:5ddb373d916dcd14debb7e7ca9635cf7e306d7f4f6dfe3528ca934bb65a3adba

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.175956Z digest=sha256:aa2f35b91d6ceac1c4842f9baa982e56621cd7d165c3e4f1b883e30471e5cd94

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
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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=sha256:449481cd85121c9781d8ffeab586c4230b5696e8ae0381a2e78bae545102c150

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=sha256:21fce743833cee44e474761e92aa7a7ab5b82b250385cd4d0f718097994e5cdc

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

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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:e81b3a796a7f959593176f3233266f3cd42200b4f57f2ad1b55fc6f0b8fd2648

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=sha256:709d9e380ab86e43ced239d4d6e0c525ad5ac0471eda28794cc8337c6352d245

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=sha256:3186233e4d4d4c3dac508d254a15a78b504479d9742b1d1dd39fde8127b17748

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.207055Z digest=sha256:6faca148d00f57c7416630eba3d354042ea4c2f2a4b05828aac865dbbb75a92c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.217602Z digest=sha256:da999c0b2f12be3689222b8e40bdabc48268d70f1bbd8735df71683147dffb77

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=sha256:07b743856222fc01378044ae4e4f6feeeea3043a53eeb180c8c86e9dce7705c9

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=sha256:8f991e6829c9fd851740887847df5540f5da3f7a68f848330aec74991c8bb9cf

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=sha256:2f56c87367d766d6321de1a45609a0402471a7b0f9b31882f876e9db38f7e85e

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:a57f8f0279ff1fde226f9554dfc6f317b661a6666fba396f096f3d53c8d38fa7

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=sha256:44a3c44d0bd2858f2021113969a493cfcdd864ac2cf0970537b409e53d12e938

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.253132Z digest=sha256:6de5f5681de32a7181600018ca11f092029f6504c44bd5f04027bdc912a11fbb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.258439Z digest=sha256:f3f37b1f1f4a807f5565652ba3561b6c6159551513fcb10434b22d1c41bc680e

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=sha256:16017b43ce470b310b8c529ee4a8fa2bb8425eef4170904f38c2de03ed421c4a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.270736Z digest=sha256:9d919d98562323af3afdfc797c986fce03218c697a8421ba6c7bb57b8894d7ad

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.276407Z digest=sha256:91d36482a9637643213a4ee056e60440af4369f5cdff52e3508771dfef8da395

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.281086Z digest=sha256:ebce6542db38e271df7996f590292a3562e4197b014faa9fc8d4be9c5754b96b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.288030Z digest=sha256:6ee20968c8eceb9bcb03bea0de0120cb29145b833a65bd6ca637191ccb88b920

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.294125Z digest=sha256:2bf5cab7395ba8e3cc658a2c4cdf4ef783cb3d6452a9cdaa800e6611138598f0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.299156Z digest=sha256:683104db50133028d602424dc7cce4883c8c52cf5a7b4ee001b1f826f6c42fa3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.304227Z digest=sha256:8314596cda2ec60232bcbb34c06527f3fdbe6f845dadcb62e162b6fb44671c7a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.309804Z digest=sha256:fdf080164eccb365faf4e4a67c1cabbcf405fa46f91e298d044e37b95d6b1dd6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.315966Z digest=sha256:e6b5e74ed9b76082bb5dee80e32062da2f63f14759ec82f6194719dc52392248

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.323336Z digest=sha256:d9d9acfa11175ad9fb5c40e2f38f4f7fc78730655646d60f5530c268125efdc8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.328880Z digest=sha256:105ab1dc6e15caec9aca44052c1737a07d43b0e8a9d7084c8efbcd9969060822

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.334790Z digest=sha256:f356d6a3e1fea7fa373eb008c6f842843bf5fd8480e57895744e5dd773435698

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.340829Z digest=sha256:f7a0f09884c82d2d23799bdec3fb79fb6075ab671b2f69efd225d46ab7da5f7e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.345983Z digest=sha256:5f1a4831b0f1ef0935496280eed8192d594331e1c6addadbe04ba057a2a9afe5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:19:33.351047Z digest=sha256:01dc517a5856e0507c37deaf53bb7d0455782386cf4c4f8dc98cfa9adbc5d861

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-17T20:28:15.818016Z digest=sha256:85cc9308ed83b76a80ecf4ecec11177865aa867dd71aa23f51a3b577f9d3f6d4