Paper Citation Record · LEDGER

Multi-agent Embodied AI: Advances and Future Directions

As of 19 August 2026, this Paper Citation Record lists 100 of 273 outbound references and 22 inbound Pith citation observations for arXiv:2505.05108.

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

pith.paper-citation-record.v1
2505.05108 v2

Coverage vector

measured 100 of 273 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:16:15.623716Z

measured 122 of 122 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:47:20.011250Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:30:07.949532Z

Reference resolution

100 of 273 outbound references displayed

verified exact1
verified fuzzy0
unresolved98
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 083d5df4-8ff3-4e0c-afa5-8a2880c771c3 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.310144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfb95b3f-6c1c-46d8-938e-35674d42feb3 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.314551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 665d4dda-d0fc-450b-905f-a9f7bf7f5ceb · outbound

This paper cites An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning.

Multi-agent Embodied AI: Advances and Future Directions An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.318064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2d2ca80-9b23-424e-a3ca-c1515769d612 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.321405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a47e959-e301-4a25-89d8-45ecddd17043 · outbound

This paper cites Schoellig, and Raffaello D’Andrea.

Multi-agent Embodied AI: Advances and Future Directions Schoellig, and Raffaello D’Andrea

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.324670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33a6e540-3627-4059-b436-8745e9a10644 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.327591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48beb489-bc2e-4175-ad0d-778b12830706 · outbound

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

Multi-agent Embodied AI: Advances and Future Directions RT-H: Action Hierarchies Using Language

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.330751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57c7d92d-fe1d-4242-9a6c-364fde6cf316 · outbound

This paper cites Dota 2 with Large Scale Deep Reinforcement Learning.

Multi-agent Embodied AI: Advances and Future Directions Dota 2 with Large Scale Deep Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.334346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfedb146-d54d-4cfc-bb1b-1b7532ecd58e · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.337992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431e74e9-e618-47da-9db5-75a3be34318d · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.341293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4480047-94a7-441e-9ddd-6753404d2912 · outbound

This paper cites GR00T N1: An Open Foundation Model for Generalist Humanoid Robots.

Multi-agent Embodied AI: Advances and Future Directions GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.344725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a40d9c2-77f3-4d74-9716-6f49f5f3f583 · outbound

This paper cites The Cambridge RoboMaster: An Agile Multi-Robot Research Platform.

Multi-agent Embodied AI: Advances and Future Directions The Cambridge RoboMaster: An Agile Multi-Robot Research Platform

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.348330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1695cfcb-0bed-4c50-96a3-2a774d69ad8b · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.352239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ee8dba-a794-4e60-b75e-f70e28f2283d · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.355275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0481a732-43c9-4e66-a05a-24bc5da14cba · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.358783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a92176-4bde-4ee2-9c1a-85a20d91809b · outbound

This paper cites OpenAI Gym.

Multi-agent Embodied AI: Advances and Future Directions OpenAI Gym

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.362032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 375f370e-edf5-42c4-97d2-b7a0d8467aa1 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.365744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed33cd77-1e4b-4611-9f93-1e8e9b11ebe6 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.368819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22dd5b41-8c46-4543-b1cf-e9d3537035cd · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.371739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e09332b3-da8f-4da1-b353-55689a64852e · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.374342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6edb2726-c209-47eb-9cab-02c00a7dd53a · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.377057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e7e13c9-5691-4e22-867a-18541724d723 · outbound

This paper cites Cooperative Aerial Robot Inspection Challenge: A Benchmark for Heterogeneous Multi-UAV Planning and Lessons Learned.

Multi-agent Embodied AI: Advances and Future Directions Cooperative Aerial Robot Inspection Challenge: A Benchmark for Heterogeneous Multi-UAV Planning and Lessons Learned

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.379621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d7f65ee-d436-405c-9d4e-90f27f5243d3 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.382786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea48059-b2dc-47b7-b6ed-a290ac9d65d9 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.385921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72847b34-3920-49c2-bcc2-2f431b505ead · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.388598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f794bec6-1f88-4c74-a857-2020a754fa1d · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.391617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6847ec2-23d6-4ae9-a7ae-cbc33eaa53c1 · outbound

This paper cites Multi-Agent Consensus Seeking via Large Language Models.

Multi-agent Embodied AI: Advances and Future Directions Multi-Agent Consensus Seeking via Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.395208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23e57945-f441-4d5f-ad89-93749be7828e · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.399126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11d086c2-4218-4d6b-a7aa-2c36ec8c0f20 · outbound

This paper cites Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond.

Multi-agent Embodied AI: Advances and Future Directions Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.401883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38022a7d-506d-4ccd-aa19-61ae24a230e1 · outbound

This paper cites Why Solving Multi-agent Path Finding with Large Language Model has not Succeeded Yet.

Multi-agent Embodied AI: Advances and Future Directions Why Solving Multi-agent Path Finding with Large Language Model has not Succeeded Yet

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.405544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b800757-e4c8-4256-be1b-0231bb81bc49 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.409469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd68b17c-0d3e-4941-9785-c660c43d028a · outbound

This paper cites PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding.

Multi-agent Embodied AI: Advances and Future Directions PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.412406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 620f8882-3efa-4f15-8863-02394d8d0848 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.415643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dac98200-d686-4dbe-895a-2dbe94fdd2f7 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.418282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83fe0423-842f-44d3-98e8-e594cd6b6044 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.420829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fe07c8a-391e-4d63-98c0-4422ad60c576 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.426138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e41abe56-66d4-4eae-b641-b885c469f342 · outbound

This paper cites Kanhere, and Raja Jurdak.

Multi-agent Embodied AI: Advances and Future Directions Kanhere, and Raja Jurdak

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.428611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e683896-3f90-4517-8b31-4d407f0996f6 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.431576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c43de63-9fc9-4f23-8a78-e451506f2729 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.434863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35070e5b-0259-478f-94d4-8c8d0e1ac8ca · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.438364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bfd239c-9ed9-43f6-ab65-e21123d54f9a · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.441524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06bbd9fa-e7df-4f2a-801b-c33c4472ba0d · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.444660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff61ecab-574f-4bf3-ae52-d45f0d275de7 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.447442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b10c7c-c9ca-48d4-b4a5-946c44a0994f · outbound

This paper cites RoboCup Rescue 2025 Team Description Paper UruBots.

Multi-agent Embodied AI: Advances and Future Directions RoboCup Rescue 2025 Team Description Paper UruBots

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:16:16.865981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb7773c2-bd82-4ea7-b967-9c1da089be70 · outbound

This paper cites Hierarchical principles of embodied reinforcement learning: A review.

Multi-agent Embodied AI: Advances and Future Directions Hierarchical principles of embodied reinforcement learning: A review

Reference 45

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T23:16:16.876623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ba7722ce-b1bc-4af7-bb55-76e289f6476e · outbound

This paper cites Large Language Model-based Human-Agent Collaboration for Complex Task Solving.

Multi-agent Embodied AI: Advances and Future Directions Large Language Model-based Human-Agent Collaboration for Complex Task Solving

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.461390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b572369-bc34-499c-8129-036c78f65ae5 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.455903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a393470b-d594-4eb2-89b5-deda30ea939d · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.469129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f4fd4e1-755c-44aa-b0f2-a9194a8fe533 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.471943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c47b961-c493-416b-8602-f080900a3cda · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.465548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41cda031-0feb-438e-8f7e-70f1181c0b80 · outbound

This paper cites Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues.

Multi-agent Embodied AI: Advances and Future Directions Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.477381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a393e3-dbcb-46a8-ab67-eaf1192b6a68 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.480180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a26d2e2f-dc5f-4f6c-a019-01a910c36f41 · outbound

This paper cites Euclidean and non-Euclidean Trajectory Optimization Approaches for Quadrotor Racing.

Multi-agent Embodied AI: Advances and Future Directions Euclidean and non-Euclidean Trajectory Optimization Approaches for Quadrotor Racing

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.474601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aff188b-14dc-4e45-8cea-3368e3708c5b · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.487106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 239547fd-ad97-48d8-bbf5-d01fbf523e99 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 55

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbfc3b5f-c6c8-4d35-9673-70fc49442723 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.483725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc104f9d-91aa-4ba7-a004-0795c6ab1a2d · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.496772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cafe9837-5fa6-4a03-8e1b-c79cf494f8cf · outbound

This paper cites Sukhatme.

Multi-agent Embodied AI: Advances and Future Directions Sukhatme

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.499398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f6a0417-1382-41fe-b3bd-099fcbacd35e · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.493618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f342087-917b-4d19-9de4-df9076dcbba5 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.504897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b87d525d-aae3-4a34-9bc1-67e5954bd8f7 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.507794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7edd7447-eedc-40b8-9add-41425e801795 · outbound

This paper cites an unresolved cited work.

Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.502059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6b38832-1dfd-4959-a6e6-f04b535cb018 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Multi-agent Embodied AI: Advances and Future Directions Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T23:16:15.513699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites Griffiths, and Mengdi Wang.

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Reference 64

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Reference 78

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Observation b71b887d-91d1-4642-89ef-f683afa0944e · outbound

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Multi-agent Embodied AI: Advances and Future Directions $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 79

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Observation 811c9271-ece2-4725-8c7d-409759ad1e33 · outbound

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Reference 80

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Observation a70956fb-906d-41c9-8c64-7444e292faf3 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

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Observation 30b70809-b697-4496-9bee-055e4ef281b8 · outbound

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Observation 73d362ea-aa9a-4e0b-a9bb-d24dac78b162 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

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Observation 2e35c3f2-9375-41d3-9c3e-316b5f539bd9 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

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Observation 3543bf29-2fdf-423a-9ecd-fa1b45dfc7fa · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

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Observation be0a31bb-0f34-479e-bf5d-f61cafb7bc4e · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

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Observation 4723a770-4615-48ff-97ce-abebfe629b16 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 87

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Observation dbb2f3d7-354f-4c39-9cb6-23e445d6df10 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 88

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Observation 3afd7e75-5e65-476f-9219-e2f263e8ff38 · outbound

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Reference 89

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Observation 166b4b97-99e0-4f5d-9526-eb5c686a99b7 · outbound

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Observation f495a5bb-4923-4e5c-adf5-d456318564a7 · outbound

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Reference 91

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Observation 77b5f001-30eb-4971-86e4-7c7c509db5c2 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 92

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Observation 254ed02c-8f1d-4a1d-b862-04ea80e9b337 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

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Observation 64eea98b-a2f4-4e22-96ee-dc0c2c968f05 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

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Observation fca59a2e-090d-42fb-9c7b-b47841fad716 · outbound

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Observation b8cb413c-f51f-4273-871d-e372f4c84280 · outbound

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Multi-agent Embodied AI: Advances and Future Directions LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble

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Multi-agent Embodied AI: Advances and Future Directions CoMamba: Real-time Cooperative Perception Unlocked with State Space Models

Reference 97

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Observation 26e4fcd2-167e-44ee-805e-7b8f0815e7df · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 98

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Observation 7f148134-145f-4b2d-a537-c6a4e9682d92 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Lavavalle

Reference 99

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Observation ea44d614-d07e-48f2-88be-6502fea6c2b3 · outbound

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Multi-agent Embodied AI: Advances and Future Directions Unresolved cited work

Reference 100

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Pith citing papers

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UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs cites this paper.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Multi-agent Embodied AI: Advances and Future Directions

Reference 39

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Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions cites this paper.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Multi-agent Embodied AI: Advances and Future Directions

Reference 31

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Low-Altitude Wireless Networks: A Comprehensive Survey Multi-agent Embodied AI: Advances and Future Directions

Reference 164

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Observation 43e54b8c-2fa1-4fb9-9eea-4e8bce91def8 · inbound

Safe Planning in Interactive Environments via Iterative Policy Updates and Adversarially Robust Conformal Prediction cites this paper.

Safe Planning in Interactive Environments via Iterative Policy Updates and Adversarially Robust Conformal Prediction Multi-agent Embodied AI: Advances and Future Directions

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Observation b1c9903f-1b61-486c-b1ff-feb3b7f9be07 · inbound

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Reference 11

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Unavailable: canonical work link unavailable.

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Reference 21

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Observation 19d6414c-64f8-48f6-bfc1-187a1d7558bd · inbound

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AgentComm: Semantic Communication for Embodied Agents Multi-agent Embodied AI: Advances and Future Directions

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Observation 9793b17c-88e1-44fd-9a25-bc80cccd08b7 · inbound

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Resolution: verified exact; arxiv_id, observed 2026-05-10T13:35:26.218158Z

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Observation f6ee03a8-27f7-469c-929c-6a7bb3a9a049 · inbound

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Reference 79

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Observation 6ec31658-3786-4dbf-84fc-39bcf31aa96d · inbound

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Observation 3ef5d09c-2383-4249-9e7e-596705374e0a · inbound

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Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:46:04.864426Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation be37442f-9deb-4ac3-8f06-b5fb57fe0c5d · inbound

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Sentinel-VLA: A Metacognitive VLA Model with Active Status Monitoring for Dynamic Reasoning and Error Recovery Multi-agent Embodied AI: Advances and Future Directions

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Resolution: verified exact; arxiv_id, observed 2026-07-01T13:05:45.095465Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6e6396f0-1b7d-4093-84b9-b6c5427b6128 · inbound

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VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model Multi-agent Embodied AI: Advances and Future Directions

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Resolution: verified exact; arxiv_id, observed 2026-05-11T16:46:06.395625Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a2249fe9-9a9d-4000-aa5f-616dd96dd7d1 · inbound

Position: Embodied AI Requires a Privacy-Utility Trade-off cites this paper.

Position: Embodied AI Requires a Privacy-Utility Trade-off Multi-agent Embodied AI: Advances and Future Directions

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Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:55:42.445229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 966ffb35-b030-4a62-8035-9d255e1186e4 · inbound

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Pre-VLA: Preemptive Runtime Verification for Reliable Vision-Language-Action and World-Model Rollouts Multi-agent Embodied AI: Advances and Future Directions

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:04:41.634503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c9f8197-ef80-414b-9656-fea11717c778 · inbound

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MorphoQuant: Modality-Aware Quantization for Omni-modal Large Language Models Multi-agent Embodied AI: Advances and Future Directions

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T06:56:44.647937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9db765ae-5dec-4d40-b999-6353c89a36a5 · inbound

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Physical-AI: From Channel Awareness to Environmental Intelligence in 6G Wireless Networks Multi-agent Embodied AI: Advances and Future Directions

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Resolution: verified exact; arxiv_id, observed 2026-06-30T22:25:06.746818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1eed5030-bb20-40cf-8ed3-b30bb8592dcf · inbound

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Offline Multi-agent Continual Cooperation via Skill Partition and Reuse Multi-agent Embodied AI: Advances and Future Directions

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Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:30:07.950838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8f133ed9-6a93-4bde-b7a8-96f9543a7683 · inbound

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MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation Multi-agent Embodied AI: Advances and Future Directions

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T21:55:17.290936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.