Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:06:41.671721Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 2 inbound Pith citation observations for arXiv:2501.15695.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:06:41.671721Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:53:57.377120Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-14T02:23:37.887104Z
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bbacc4c8-3289-4d92-8848-b65b7162f30a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e803ff3-56e4-4318-a453-1809c8e959a2 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Survey of multi-agent systems for microgrid control,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 803821ca-3b9f-403d-9153-e67e2c7c5d84 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Survey of agent-based cloud computing applications,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a8c22b42-1887-4d16-b39b-1c40fa42fa78 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Consensus in multi-agent systems: a review,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd0154fb-7460-4921-bf55-14f710c78d13 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Multi-agent deep reinforcement learning: a survey,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7425d78a-a90d-493f-86fd-fb20cdb6606d · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Multi-agent reinforcement learning as a rehearsal for decentralized planning,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8f09cfe1-2baa-464b-ad6f-ffa48a3a6904 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Cooperative multi-agent control using deep reinforcement learning,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c76a81d2-f5d5-4615-97bd-63aa61e18779 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Multi-agent actor-critic for mixed cooperative-competitive environ- ments,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b01f5bca-a967-4378-bfa6-b9abd84574bc · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Counterfactual multi-agent policy gradients,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e643496-73e2-469d-b1a4-c96ee534a1af · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Shapley q-value: A local reward approach to solve global reward games,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aaaf07fe-95fa-4607-a36c-c9a4b7638c57 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Monotonic value function factorisation for deep multi- agent reinforcement learning,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 905d3592-d11f-4d7f-91b3-d2f12d03cc12 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Roma: Multi-agent reinforcement learning with emergent roles,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8355cf6a-a2d4-4322-a4a3-014d3b1c6584 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Gcs: Graph-based coordination strategy for multi-agent rein- forcement learning,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 73e3ec64-8d66-41d7-880d-cb043603948a · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Scalable multi-agent reinforcement learning through intelligent information aggregation,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4fd4a60a-4132-46cc-89be-d0b4a17532c7 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Multi-agent reinforcement learning: Independent vs. cooper- ative agents,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6181af99-5c10-46ad-9bf8-000dd7647113 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination I2q: A fully decentralized q-learning algorithm,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8c9e1918-6f48-429d-b061-2e7831644248 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Learning when to communicate at scale in multiagent cooperative and competitive tasks,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f60ae8c9-6936-42b0-8f14-9fca3d5f7b6c · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Learning attentional communication for multi- agent cooperation,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5e3cbe01-bc73-4945-86a3-10391d56b498 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Tarmac: Targeted multi-agent communication,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ea1eaf52-c0d5-4945-b1ac-dddf931a9685 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Efficient communication in multi- agent reinforcement learning via variance based control,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 74ac02fe-5b0c-42cd-a99d-e787d823b983 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Who2com: Collaborative perception via learnable handshake commu- nication,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e1b04bc6-95c9-4433-a87c-21ac85dd740f · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination When2com: Multi-agent perception via communication graph grouping,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 060de190-cd03-48ab-8600-6e4135ed72bd · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Where2comm: Communication-efficient collaborative perception via spatial confidence maps,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cf6d7d9b-4a56-40e5-886a-6b4e24b36ea2 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Multi-agent incentive communication via decentralized teammate mod- eling,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b9bc41f0-d915-419d-9e3a-adbb33b3df91 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Learning efficient and robust multi-agent communication via graph information bottleneck,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5942b017-5c76-4288-837d-0925f69e0a60 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Expressive multi-agent communication via identity-aware learning,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 251d6ab9-4190-48a8-9baa-011bfa881430 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Pmac: Personalized multi-agent communication,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0439015a-c91d-45ae-b8ec-2e2c3084eebf · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Simultaneously learning and advising in multiagent reinforcement learning,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d6b4c6c2-5a25-471f-b97c-d06dae065291 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Cautiously-optimistic knowledge sharing for cooperative multi-agent reinforcement learning,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8d814673-72ab-47d3-bda1-1bc5562f10b8 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Learning individually inferred commu- nication for multi-agent cooperation,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e91dbe19-8aac-45b5-a05d-8f8c59af1d8b · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Learning multi-agent communication with double attentional deep reinforcement learning,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f2ef733a-6b9a-4ee9-8ff5-872f70614435 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Value-decomposition networks for cooperative multi-agent learning based on team reward,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6391fc64-1c56-4d08-b203-d524dc001112 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Deep coordination graphs,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5d9d2397-bcd6-4707-aa96-33f2dfca0024 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Learning multi-agent coordination through connectivity-driven communication,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 13094969-545f-44c7-bdb0-72173ca02b9e · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Settling decentralized multi-agent coordinated exploration by novelty sharing,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0d1d8a59-87dd-4c75-a60b-bc9de4927cef · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34e04b78-f690-449f-b91f-8849f4e3ed04 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination V-learning–a simple, efficient, decentralized algorithm for multiagent rl,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d204b045-cbd4-4303-8f6c-6aa330384716 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination The complexity of markov equilibrium in stochastic games,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 16733ee6-e0ba-42bd-810d-47614b98cb73 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Learn to follow: Decentralized lifelong multi-agent pathfinding via planning and learning,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 341a1803-1c60-4141-b1bc-521bcbba30bd · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Shared experience actor- critic for multi-agent reinforcement learning,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 02c30f89-21a5-4c81-bcd2-dd112a0ae793 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Exploration-guided reward shaping for reinforcement learning under sparse rewards,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4a85a0fc-44bf-492f-a13e-5896d94f5c4f · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f98438ea-7365-4903-ba07-1dd33446b055 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Universal value func- tion approximators,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6d2f3130-d65e-437b-a222-0361b0f36fc4 · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Natural actor-critic,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e0d678e4-b0c5-4597-a5e5-3bd2e3bf160a · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Continuous control with deep reinforcement learning,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4458302a-e580-4a71-b452-62c72bf984bf · outbound
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Adam: A Method for Stochastic Optimization
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14d0111c-ad84-4196-a7eb-aa75308b9a03 · inbound
Intelligent System of Emergent Knowledge: A Coordination Fabric for Billions of Minds Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 926d0e52-fde8-4fc4-aa93-d177f1b02665 · inbound
When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.