Paper Citation Record · LEDGER

Remembering the Markov Property in Cooperative MARL

As of 18 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.18333.

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

pith.paper-citation-record.v1
2507.18333 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:20:45.426207Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy18
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c4fa5e91-f1d6-45c6-86fc-945723ea4e3a · outbound

This paper cites Autonomous agents modelling other agents: A comprehensive survey and open problems.

Remembering the Markov Property in Cooperative MARL Autonomous agents modelling other agents: A comprehensive survey and open problems

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.570620Z

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 968dbb79-5f4f-43af-9998-6769f5324cf0 · outbound

This paper cites Albrecht, Filippos Christianos, and Lukas Sch\"afer.

Remembering the Markov Property in Cooperative MARL Albrecht, Filippos Christianos, and Lukas Sch\"afer

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.537761Z

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 540b63bb-d6bb-4ac2-ac8c-5c86412e4a62 · outbound

This paper cites Optimal control of M arkov processes with incomplete state information.

Remembering the Markov Property in Cooperative MARL Optimal control of M arkov processes with incomplete state information

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.509296Z

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 40d5592a-1926-4508-b5b6-acd85a12b731 · outbound

This paper cites The hanabi challenge: A new frontier for ai research.

Remembering the Markov Property in Cooperative MARL The hanabi challenge: A new frontier for ai research

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.098662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b23c26-441a-41ba-bf1c-212456047777 · outbound

This paper cites The complexity of decentralized control of markov decision processes.

Remembering the Markov Property in Cooperative MARL The complexity of decentralized control of markov decision processes

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.444200Z

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 1bdcf2c9-902d-456a-b0ff-2098cb75461e · outbound

This paper cites Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?.

Remembering the Markov Property in Cooperative MARL Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.124963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 767b0a5c-831e-4cfd-8332-42004233aeec · outbound

This paper cites Smacv2: An improved benchmark for cooperative multi-agent reinforcement learning.

Remembering the Markov Property in Cooperative MARL Smacv2: An improved benchmark for cooperative multi-agent reinforcement learning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.406440Z

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 9318dc74-91e6-4a2c-989f-9a8ce814a138 · outbound

This paper cites Bayesian action decoder for deep multi-agent reinforcement learning.

Remembering the Markov Property in Cooperative MARL Bayesian action decoder for deep multi-agent reinforcement learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.376813Z

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 9803b937-1ae1-49e1-b051-92f459b39cb4 · outbound

This paper cites Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning.

Remembering the Markov Property in Cooperative MARL Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.151102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e07b5b1-b7f7-478c-b092-f0762c3bc2e0 · outbound

This paper cites Deep recurrent q-learning for partially observable mdps.

Remembering the Markov Property in Cooperative MARL Deep recurrent q-learning for partially observable mdps

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.340119Z

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 508e3ad0-4800-4341-9f31-13c702551081 · outbound

This paper cites other-play.

Remembering the Markov Property in Cooperative MARL other-play

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.302156Z

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 961d6cde-5353-416b-91b5-f694ebd03589 · outbound

This paper cites Off-belief learning.

Remembering the Markov Property in Cooperative MARL Off-belief learning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.257877Z

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 d6b2a152-6b39-48f7-8bab-7b0d194a7090 · outbound

This paper cites Planning and acting in partially observable stochastic domains.

Remembering the Markov Property in Cooperative MARL Planning and acting in partially observable stochastic domains

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.185723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b75f4662-c49c-44a7-af88-7a7ded0a3d0f · outbound

This paper cites Multi-agent reinforcement learning as a rehearsal for decentralized planning.

Remembering the Markov Property in Cooperative MARL Multi-agent reinforcement learning as a rehearsal for decentralized planning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.191290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c522fe2-f1e7-4966-a875-f02cf11c1cc1 · outbound

This paper cites Estimating mutual information.

Remembering the Markov Property in Cooperative MARL Estimating mutual information

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.204100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b35c1ed4-a17e-487d-bda5-bd69207728b4 · outbound

This paper cites Nonapproximability results for partially observable M arkov D ecision P rocesses.

Remembering the Markov Property in Cooperative MARL Nonapproximability results for partially observable M arkov D ecision P rocesses

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.152383Z

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 65ff5392-b109-466f-9f28-5830e7754f26 · outbound

This paper cites Partner Modelling Emerges in Recurrent Agents (But Only When It Matters).

Remembering the Markov Property in Cooperative MARL Partner Modelling Emerges in Recurrent Agents (But Only When It Matters)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.219324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62971bf3-cf82-4957-b1ff-1aa10fd3830f · outbound

This paper cites Towards few-shot coordination: Revisiting ad-hoc teamplay challenge in the game of hanabi.

Remembering the Markov Property in Cooperative MARL Towards few-shot coordination: Revisiting ad-hoc teamplay challenge in the game of hanabi

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.100610Z

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 cdacd85c-232d-42b7-834e-ee46f00fa7ad · outbound

This paper cites Optimal and approximate q-value functions for decentralized pomdps.

Remembering the Markov Property in Cooperative MARL Optimal and approximate q-value functions for decentralized pomdps

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.236391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 163e3c6b-7ab6-4758-b4c4-75978526783a · outbound

This paper cites A concise introduction to decentralized POMDPs, volume 1.

Remembering the Markov Property in Cooperative MARL A concise introduction to decentralized POMDPs, volume 1

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.250388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c593a86-beff-412b-ae42-05b63875bdfb · outbound

This paper cites The complexity of M arkov D ecision P rocesses.

Remembering the Markov Property in Cooperative MARL The complexity of M arkov D ecision P rocesses

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.046766Z

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 4dab9ba7-2994-4682-9406-65442990f983 · outbound

This paper cites Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks.

Remembering the Markov Property in Cooperative MARL Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.269096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d19a400a-4fe7-4fe0-b2f5-e0dda961b21d · outbound

This paper cites Agent modelling under partial observability for deep reinforcement learning.

Remembering the Markov Property in Cooperative MARL Agent modelling under partial observability for deep reinforcement learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:46.006244Z

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 2233985a-2caa-4b17-aec3-7f39164ad8bc · outbound

This paper cites Facmac: Factored multi-agent centralised policy gradients.

Remembering the Markov Property in Cooperative MARL Facmac: Factored multi-agent centralised policy gradients

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.282696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22717ee6-b952-4100-ae0b-81ab47e12a2e · outbound

This paper cites Machine theory of mind.

Remembering the Markov Property in Cooperative MARL Machine theory of mind

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:45.955186Z

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 a98797fd-3d9a-44ff-8d22-6ee717188181 · outbound

This paper cites Mutual information between discrete and continuous data sets.

Remembering the Markov Property in Cooperative MARL Mutual information between discrete and continuous data sets

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.307175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a8b6e83-a659-49fe-9f1c-cd0166d76ff9 · outbound

This paper cites JaxMARL: Multi-Agent RL Environments and Algorithms in JAX.

Remembering the Markov Property in Cooperative MARL JaxMARL: Multi-Agent RL Environments and Algorithms in JAX

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.321654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45ed4b3f-9170-4581-969c-a16ff0bef7a7 · outbound

This paper cites The StarCraft Multi-Agent Challenge.

Remembering the Markov Property in Cooperative MARL The StarCraft Multi-Agent Challenge

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.335420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4824165f-4a2a-4b82-bedc-ec848fa0da91 · outbound

This paper cites Sutton and Andrew G.

Remembering the Markov Property in Cooperative MARL Sutton and Andrew G

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.344743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce931b36-4ec8-4cbe-8a96-ee0ae306df07 · outbound

This paper cites Order matters: Agent-by-agent policy optimization.

Remembering the Markov Property in Cooperative MARL Order matters: Agent-by-agent policy optimization

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:45.853665Z

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 04b3004c-d772-4bcc-a29e-1e54b140abac · outbound

This paper cites Emergence of maps in the memories of blind navigation agents.

Remembering the Markov Property in Cooperative MARL Emergence of maps in the memories of blind navigation agents

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:45.834884Z

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 be67f0dc-42f3-489e-86ca-122c136aa495 · outbound

This paper cites Learning latent representations to influence multi-agent interaction.

Remembering the Markov Property in Cooperative MARL Learning latent representations to influence multi-agent interaction

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:45.812784Z

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 95e00ed8-4c54-4fbc-bc6c-e5f12e2e37ea · outbound

This paper cites The surprising effectiveness of ppo in cooperative multi-agent games.

Remembering the Markov Property in Cooperative MARL The surprising effectiveness of ppo in cooperative multi-agent games

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.387404Z

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Unavailable: canonical work link unavailable.

Observation 8d1b8beb-e096-4cce-947e-48a0ebd00ea3 · outbound

This paper cites Heterogeneous-agent reinforcement learning.

Remembering the Markov Property in Cooperative MARL Heterogeneous-agent reinforcement learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.393733Z

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Unavailable: canonical work link unavailable.

Observation da94f39f-e44c-43f5-9bee-21cc1147454d · outbound

This paper cites Deep interactive bayesian reinforcement learning via meta-learning.

Remembering the Markov Property in Cooperative MARL Deep interactive bayesian reinforcement learning via meta-learning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:20:45.757902Z

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 13b01a95-80e2-4ca4-9965-6cdd89b796e4 · outbound

This paper cites write newline.

Remembering the Markov Property in Cooperative MARL write newline

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T18:20:45.426207Z

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Pith citing papers

No inbound Pith citation observations are available.