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Paper Citation Record · LEDGER

A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2402.01968.

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

pith.paper-citation-record.v1
2402.01968 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:06:41.544178Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

7
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation bbacc4c8-3289-4d92-8848-b65b7162f30a · inbound

Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination cites this paper.

Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T14:06:41.544178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:06:41.544178Z digest=sha256:2baa8a4c641e9144bb8dcd72d96af6be3dd1f7e143ecbe814b60ffb834059e0c

Observation db251f97-ff9a-42f1-9f19-34ce1ed05453 · inbound

Position: Emergent Machina Sapiens Urge Rethinking Multi-Agent Paradigms cites this paper.

Position: Emergent Machina Sapiens Urge Rethinking Multi-Agent Paradigms A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-09T04:16:44.737059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:16:44.737059Z digest=sha256:709cde137fc605201618859893a381babe91d4010b91bcebcb20ad9616d4d466

Observation 41d92a81-34c3-44ee-af3a-6de330e43ef9 · inbound

OpenAg: Democratizing Agricultural Intelligence cites this paper.

OpenAg: Democratizing Agricultural Intelligence A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T10:42:58.419957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:42:58.419957Z digest=sha256:f4722606a27b7df869ce3f1fef3b908b125f6c1590865ff94928359900c8de67

Observation f0310d8b-db0f-4006-b11c-4e10008b72fb · inbound

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives cites this paper.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T04:46:04.171577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:46:04.171577Z digest=sha256:161cf1261d9943acc9bda8622c8f0dd8e5b38b3db7f7dbe0069c20b84c2e4f2c

Observation 9fa03c61-d723-429a-bc4d-c9c5d6bce8aa · inbound

A Survey of Context Engineering for Large Language Models cites this paper.

A Survey of Context Engineering for Large Language Models A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 245

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:58:45.371724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-13T20:58:45.060041Z digest=sha256:12c02d77332cc4bfb5349320a28bacee7a2430b4a2dfc0ec551138a67f58afdb

Observation 8ddfc573-16eb-4553-ac1a-23aebb1bf453 · inbound

An Auditable Agent Platform For Automated Molecular Optimisation cites this paper.

An Auditable Agent Platform For Automated Molecular Optimisation A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T04:32:29.879910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T04:32:29.879910Z digest=sha256:4692e8f7a79f4aeccd8ee704ff4ede4527dbc410bc64ef22307f51734c80ba08

Observation 9132d1e9-546d-48b8-b708-c971d1ee2551 · inbound

Model Context Protocols in Adaptive Transport Systems: A Survey cites this paper.

Model Context Protocols in Adaptive Transport Systems: A Survey A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T15:50:39.281865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:50:39.281865Z digest=sha256:be43ce40fd7d597b0df0e826c08bd45e507b43a0bc4bbef7ff7c927e03caca3f

Observation 047694ea-0046-44bc-a6b5-ccdf0e351b0d · inbound

Hybrid Agentic AI and Multi-Agent Systems in Smart Manufacturing cites this paper.

Hybrid Agentic AI and Multi-Agent Systems in Smart Manufacturing A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-17T06:49:11.462747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-17T06:44:55.849494Z digest=sha256:0fb78bc7bbdd32a9e7f055da72d9dcdf25f9339e0d86fb1041d66d3869efd3bc

Observation 3f5eaffd-860f-4fb1-9a1e-386d3fb43398 · inbound

Context-Mediated Domain Adaptation in Multi-Agent Sensemaking Systems cites this paper.

Context-Mediated Domain Adaptation in Multi-Agent Sensemaking Systems A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-22T10:11:22.370307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-22T10:07:57.235514Z digest=sha256:ee89dfe32ccca36903c3c613980cd09a51b94bca7883ee94c12b3aaa8fc26790

Observation 2d0d7e19-09f8-47cb-b568-62fcb6db8cdf · 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 A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 125

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T11:51:03.918781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T04:31:28.242097Z digest=sha256:4ad3aa1e19937fd7a4abedf197af15d6f4964d06dd0d5c5dfd9533eb0bd7799f

Observation 369aef76-9863-4090-bd05-07f905131114 · inbound

Multi-Agentic Approach for History Matching of Oil Reservoirs cites this paper.

Multi-Agentic Approach for History Matching of Oil Reservoirs A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-15T03:03:56.652853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-15T03:03:54.082426Z digest=sha256:6387a6f764f392cb117ab2bdca45e4ce7834e6f0ac581bff299cbc539bd6798e