Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Multi-agent Embodied AI: Advances and Future Directions
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2505.05108.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:47:56.980646Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T19:30:07.949532Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 110eefe3-f806-4267-a321-ddfbedb1ef53 · inbound
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:47:56.980646Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea68d40d-be3f-49da-afb9-66c7ea75e00a · inbound
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:20:59.061242Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b242a039-8264-4e7d-8e4e-e0736dc17423 · inbound
Low-Altitude Wireless Networks: A Comprehensive Survey cites this paper.
Low-Altitude Wireless Networks: A Comprehensive Survey Multi-agent Embodied AI: Advances and Future Directions
Reference 164
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T17:06:39.684065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
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
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T22:15:21.992146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1b2688e7-adf5-4e56-a99c-99f9379bf207 · inbound
Latent Collaboration in Multi-Agent Systems cites this paper.
Latent Collaboration in Multi-Agent Systems Multi-agent Embodied AI: Advances and Future Directions
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T20:17:48.760186Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1c9903f-1b61-486c-b1ff-feb3b7f9be07 · inbound
Latent Collaboration in Multi-Agent Systems cites this paper.
Latent Collaboration in Multi-Agent Systems Multi-agent Embodied AI: Advances and Future Directions
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:52:31.386922Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5544987-958b-4fd7-b621-a24eeb2a62a1 · inbound
The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems cites this paper.
The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems Multi-agent Embodied AI: Advances and Future Directions
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T22:58:05.878131Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e7addd9-c522-4786-8bec-de3fbd15ac8e · inbound
CoEnv: Driving Embodied Multi-Agent Collaboration via Compositional Environment cites this paper.
CoEnv: Driving Embodied Multi-Agent Collaboration via Compositional Environment Multi-agent Embodied AI: Advances and Future Directions
Reference 16
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T22:55:52.425800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 19d6414c-64f8-48f6-bfc1-187a1d7558bd · inbound
AgentComm: Semantic Communication for Embodied Agents cites this paper.
AgentComm: Semantic Communication for Embodied Agents Multi-agent Embodied AI: Advances and Future Directions
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:35:26.337615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9793b17c-88e1-44fd-9a25-bc80cccd08b7 · inbound
EmbodiedClaw: Conversational Workflow Execution for Embodied AI Development cites this paper.
EmbodiedClaw: Conversational Workflow Execution for Embodied AI Development Multi-agent Embodied AI: Advances and Future Directions
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:35:26.218158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f6ee03a8-27f7-469c-929c-6a7bb3a9a049 · inbound
Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures cites this paper.
Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures Multi-agent Embodied AI: Advances and Future Directions
Reference 79
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:51:03.700674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6ec31658-3786-4dbf-84fc-39bcf31aa96d · inbound
MultiWorld: Scalable Multi-Agent Multi-View Video World Models cites this paper.
MultiWorld: Scalable Multi-Agent Multi-View Video World Models Multi-agent Embodied AI: Advances and Future Directions
Reference 11
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T10:09:08.121141Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3ef5d09c-2383-4249-9e7e-596705374e0a · inbound
Sentinel-VLA: A Metacognitive VLA Model with Active Status Monitoring for Dynamic Reasoning and Error Recovery cites this paper.
Sentinel-VLA: A Metacognitive VLA Model with Active Status Monitoring for Dynamic Reasoning and Error Recovery Multi-agent Embodied AI: Advances and Future Directions
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:46:04.864426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation be37442f-9deb-4ac3-8f06-b5fb57fe0c5d · inbound
Sentinel-VLA: A Metacognitive VLA Model with Active Status Monitoring for Dynamic Reasoning and Error Recovery cites this paper.
Sentinel-VLA: A Metacognitive VLA Model with Active Status Monitoring for Dynamic Reasoning and Error Recovery Multi-agent Embodied AI: Advances and Future Directions
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T13:05:45.095465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6e6396f0-1b7d-4093-84b9-b6c5427b6128 · inbound
VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model cites this paper.
VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model Multi-agent Embodied AI: Advances and Future Directions
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:46:06.395625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
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
Reference 7
- 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 2026-08-08T06:32:00.761636+00:00.
Observation 966ffb35-b030-4a62-8035-9d255e1186e4 · inbound
Pre-VLA: Preemptive Runtime Verification for Reliable Vision-Language-Action and World-Model Rollouts cites this paper.
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 2026-08-08T06:32:00.761636+00:00.
Observation 2c9f8197-ef80-414b-9656-fea11717c778 · inbound
MorphoQuant: Modality-Aware Quantization for Omni-modal Large Language Models cites this paper.
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 2026-08-08T06:32:00.761636+00:00.
Observation 9db765ae-5dec-4d40-b999-6353c89a36a5 · inbound
Physical-AI: From Channel Awareness to Environmental Intelligence in 6G Wireless Networks cites this paper.
Physical-AI: From Channel Awareness to Environmental Intelligence in 6G Wireless Networks Multi-agent Embodied AI: Advances and Future Directions
Reference 7
- 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 2026-08-08T06:32:00.761636+00:00.
Observation 1eed5030-bb20-40cf-8ed3-b30bb8592dcf · inbound
Offline Multi-agent Continual Cooperation via Skill Partition and Reuse cites this paper.
Offline Multi-agent Continual Cooperation via Skill Partition and Reuse Multi-agent Embodied AI: Advances and Future Directions
Reference 3
- 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 2026-08-08T06:32:00.761636+00:00.
Observation 8f133ed9-6a93-4bde-b7a8-96f9543a7683 · inbound
MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation cites this paper.
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.