Paper Citation Record · LEDGER

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning

As of 9 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2502.06261.

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

pith.paper-citation-record.v1
2502.06261 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:19:57.385629Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T20:40:13.721163Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T20:40:35.732465Z

Reference resolution

42 of 42 outbound references displayed

verified exact2
verified fuzzy35
unresolved4
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2502d351-1eec-4dd7-ad7d-9c2cb6102b59 · outbound

This paper cites Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T16:19:57.231120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c1d2711-1abc-47b8-b82c-8db6fcc4c381 · outbound

This paper cites Andrew Bagnell, and Jan Peters.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Andrew Bagnell, and Jan Peters

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.942225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e9906b90-5667-40d2-9ccc-d79ac42f6c43 · outbound

This paper cites Lillicrap, Fan Hui, Laurent Sifre, George van den Driessche, Thore Graepel, and Demis Hassabis.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Lillicrap, Fan Hui, Laurent Sifre, George van den Driessche, Thore Graepel, and Demis Hassabis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.930455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 260c663c-9d33-4732-b418-d6c540395658 · outbound

This paper cites Superhuman ai for multiplayer poker.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Superhuman ai for multiplayer poker

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T16:19:57.243916Z

Source-reported events for the cited work

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Observation 0ed4485b-0a8b-4973-904a-848343e7039f · outbound

This paper cites Multi-agent deep reinforcement learning: a survey.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Multi-agent deep reinforcement learning: a survey

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.912218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 44ff44a0-b69d-46c1-8593-53e56d53de4d · outbound

This paper cites A review of cooperative multi-agent deep reinforcement learning.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning A review of cooperative multi-agent deep reinforcement learning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.900717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c621892d-1268-4738-8b97-d31465cd2da1 · outbound

This paper cites Game-Theoretic Multiagent Reinforcement Learning.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Game-Theoretic Multiagent Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T16:19:57.256137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d58494-54f7-40e7-b050-f2caec36681b · outbound

This paper cites A survey of multi-agent deep reinforcement learning with communication.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning A survey of multi-agent deep reinforcement learning with communication

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.890024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63863f1c-7dbe-4ae1-80ed-7c8c1efad291 · outbound

This paper cites Learning to Communicate in Multi-Agent Reinforcement Learning : A Review.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Learning to Communicate in Multi-Agent Reinforcement Learning : A Review

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:19:57.447875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1fa22990-4611-4c4e-93ae-e3fc907cf14a · outbound

This paper cites Synchronizing UA V teams for timely data collection and energy transfer by deep reinforcement learning.IEEE Trans.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Synchronizing UA V teams for timely data collection and energy transfer by deep reinforcement learning.IEEE Trans

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.877265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2af9672-e080-4e8c-a6d4-cf4f554dec2e · outbound

This paper cites Gupta, Maxim Egorov, and Mykel J.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Gupta, Maxim Egorov, and Mykel J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.865314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76cdcfb3-9d57-40fe-9989-19df94926e04 · outbound

This paper cites Actor-attention-critic for multi-agent reinforcement learning.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Actor-attention-critic for multi-agent reinforcement learning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.852836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d735ec4f-2ab2-4cac-b3e2-fd3f511285c5 · outbound

This paper cites Multi-agent game abstraction via graph attention neural network.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Multi-agent game abstraction via graph attention neural network

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.841082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 50ad4426-d549-4411-95f0-7ab54952edad · outbound

This paper cites Foerster, Yannis M.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Foerster, Yannis M

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.828059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4d8280e2-0c10-4867-9da6-8745ea8aaa57 · outbound

This paper cites Learning attentional communication for multi-agent cooperation.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Learning attentional communication for multi-agent cooperation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.815218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4cd0f890-75f4-47d0-807d-7ef2abc8efde · outbound

This paper cites On centralized critics in multi-agent reinforcement learning.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning On centralized critics in multi-agent reinforcement learning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.803138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ab5ac30a-7032-499c-a7fa-4c129a7727a2 · outbound

This paper cites Contrasting centralized and decentralized critics in multi-agent reinforcement learning.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Contrasting centralized and decentralized critics in multi-agent reinforcement learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.790276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2acd4fc-4eb2-4ef4-beba-78cad4a5ecc8 · outbound

This paper cites an unresolved cited work.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:19:57.777375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 29b1d46d-b70b-4eda-8a75-ac8e11450dd9 · outbound

This paper cites Learning when to communicate at scale in multiagent cooperative and competitive tasks.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Learning when to communicate at scale in multiagent cooperative and competitive tasks

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.764455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b1cd5816-7b13-4b7c-9501-07fd00af2ed0 · outbound

This paper cites Learning nearly decomposable value functions via communication minimization.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Learning nearly decomposable value functions via communication minimization

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.752061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5399a4ea-c558-4750-9256-e3608063321b · outbound

This paper cites Tarmac: Targeted multi-agent communication.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Tarmac: Targeted multi-agent communication

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.739756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f486a015-d6a9-4425-941b-47cc06b575ac · outbound

This paper cites Succinct and robust multi-agent communication with temporal message control.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Succinct and robust multi-agent communication with temporal message control

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.727281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47371f0b-3f35-4051-bba6-955baeb63263 · outbound

This paper cites Multi-agent incentive communication via decentralized teammate modeling.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Multi-agent incentive communication via decentralized teammate modeling

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.714440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dc851daa-5e93-4f43-b34f-898263b0d19a · outbound

This paper cites Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:19:57.429389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d663d7fd-eb8a-462a-ae88-75fa11f7a47a · outbound

This paper cites T2MAC: targeted and trusted multi-agent communication through selective engagement and evidence-driven integration.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning T2MAC: targeted and trusted multi-agent communication through selective engagement and evidence-driven integration

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.702005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f8ef8820-5f49-4e12-8642-0d8229b43d46 · outbound

This paper cites Learning agent communication under limited bandwidth by message pruning.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Learning agent communication under limited bandwidth by message pruning

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.689369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e9d26ae2-e5db-4c43-8407-b819ba851ea4 · outbound

This paper cites Learning individually inferred communication for multi-agent cooperation.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Learning individually inferred communication for multi-agent cooperation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.676710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1daecf9d-87cd-4d6c-8e4b-26ab0c57e9cb · outbound

This paper cites Scalable communication for multi-agent reinforcement learning via transformer-based email mechanism.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Scalable communication for multi-agent reinforcement learning via transformer-based email mechanism

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.663455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fdd81f46-af2f-4fc1-b09d-151fe47407e2 · outbound

This paper cites Paleja, and Matthew C.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Paleja, and Matthew C

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.651318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28dcfc46-fc94-4beb-8b44-c963f933ecc4 · outbound

This paper cites Rgmcomm: Return gap minimization via discrete communications in multi-agent reinforcement learning.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Rgmcomm: Return gap minimization via discrete communications in multi-agent reinforcement learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.639216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ccd2a045-12b2-4663-ac85-ec7f84772e72 · outbound

This paper cites Learning efficient multi-agent communication: An information bottleneck approach.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Learning efficient multi-agent communication: An information bottleneck approach

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.626274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 36c00417-400e-47e1-8152-c691e2fc92a4 · outbound

This paper cites Turner, Zoubin Ghahramani, and Sergey Levine.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Turner, Zoubin Ghahramani, and Sergey Levine

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.613038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 750508a3-0530-4fab-b6e2-b517d7b473bf · outbound

This paper cites Settling the variance of multi-agent policy gradients.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Settling the variance of multi-agent policy gradients

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.600249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c6b2283d-fff9-476f-993c-66a066145f08 · outbound

This paper cites Bayen, Sham M.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Bayen, Sham M

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.588140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8ce56dc4-6fcd-4ac0-93cd-dcaff29cba82 · outbound

This paper cites Foerster, Gregory Farquhar, Triantafyllos Afouras, Nantas Nardelli, and Shimon Whiteson.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Foerster, Gregory Farquhar, Triantafyllos Afouras, Nantas Nardelli, and Shimon Whiteson

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.575982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a93dc96-7135-4326-9758-12a1ae8adbb9 · outbound

This paper cites Oliehoek and Christopher Amato.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Oliehoek and Christopher Amato

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.563650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d2499bd-7f49-4c4f-9b0a-e539f1638e5e · outbound

This paper cites How, and John Vian.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning How, and John Vian

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.551241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 096520c6-2008-4126-8b19-96cc2861ea95 · outbound

This paper cites Bayen, and Yi Wu.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Bayen, and Yi Wu

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.539002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3b6c0b15-b62e-4869-bb13-1a6c84b38299 · outbound

This paper cites Reinforcement learning with perturbed rewards.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Reinforcement learning with perturbed rewards

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.525368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation efeccdbb-b43b-48f1-8ee1-e0d8329ab0a9 · outbound

This paper cites Boltzmann exploration done right.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Boltzmann exploration done right

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.512319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8429745e-9246-47e2-a989-00b14c6caff1 · outbound

This paper cites Multi-agent reinforcement learning is a sequence modeling problem.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Multi-agent reinforcement learning is a sequence modeling problem

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:19:57.499808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e113d20f-d310-4260-8ff7-5ad4152560c3 · outbound

This paper cites Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor.

Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor

Reference 42

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T16:19:57.487352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 43643e14-e495-41d7-b4f5-2f0fd331414b · inbound

Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models cites this paper.

Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-21T20:40:35.734281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.