Paper Citation Record · LEDGER

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach

As of 10 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2508.10340.

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

pith.paper-citation-record.v1
2508.10340 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:31:04.600502Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

35 of 35 outbound references displayed

verified exact2
verified fuzzy4
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a9b5422-628b-4426-b94a-c5223b25693d · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:01.616005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e98ed10d-7f4e-4528-9f95-a7bab16af734 · outbound

This paper cites write newline.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:01.687998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55d8aa98-a54d-4e99-aa28-dc0268b5f2d7 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:08.043669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e50b22ef-bec7-4336-92c4-32c91868492f · outbound

This paper cites C.; Di Nunzio, L.; Fazzolari, R.; Giardino, D.; Re, M.; and Span \`o , S.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach C.; Di Nunzio, L.; Fazzolari, R.; Giardino, D.; Re, M.; and Span \`o , S

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:31:07.900698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fe83a0c0-68b9-41ed-9c36-27b5f677bcc3 · outbound

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

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:02.015643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19940b95-044d-4479-a496-1b41d47b7438 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:07.720190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aae1aa7b-4ad2-4643-90d8-a2e9a6a96744 · outbound

This paper cites FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:31:05.305714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7a5036b0-f4cd-4a9a-ae3d-aee386adfb37 · outbound

This paper cites G.; Chen, Y.; Du, Y.; Yang, L.; Knoll, A.; and Yang, Y.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach G.; Chen, Y.; Du, Y.; Yang, L.; Knoll, A.; and Yang, Y

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:31:07.541025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a609de09-31c4-4264-b9be-4dc61cb7b598 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:07.371838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 924df6fc-5af8-4b3f-8a73-96966cc68a29 · outbound

This paper cites Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:02.434225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b898df75-b2ed-49ef-be8a-d99c77fbe0ca · outbound

This paper cites Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:02.534597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8e47238-dac4-44e7-8eba-39a9b7f58bd4 · outbound

This paper cites JointPPO: Diving Deeper into the Effectiveness of PPO in Multi-Agent Reinforcement Learning.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach JointPPO: Diving Deeper into the Effectiveness of PPO in Multi-Agent Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:02.610322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e6fd57-d178-47dd-8309-cdb235358b4f · outbound

This paper cites Maximum Entropy Heterogeneous-Agent Reinforcement Learning.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Maximum Entropy Heterogeneous-Agent Reinforcement Learning

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:31:05.136512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 957b1550-aad6-4ad0-8666-ab90f37b65f4 · outbound

This paper cites I.; Tamar, A.; Harb, J.; Pieter Abbeel, O.; and Mordatch, I.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach I.; Tamar, A.; Harb, J.; Pieter Abbeel, O.; and Mordatch, I

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:02.767609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79cfbc1a-bd69-4702-b4fa-59f8440f295d · outbound

This paper cites A.; Veness, J.; Bellemare, M.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach A.; Veness, J.; Bellemare, M

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:02.869250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 216b08d2-c7bd-4622-93a7-cd83374942b7 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:07.230894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ba7aa6f2-8ca1-465d-bde2-72fc3a041dfe · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:03.064732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f10c4f76-d8ae-4b20-983c-5a49fa6ccc32 · outbound

This paper cites S.; Farquhar, G.; Foerster, J.; and Whiteson, S.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach S.; Farquhar, G.; Foerster, J.; and Whiteson, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:31:07.060833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 892ecc4b-0a4a-433b-aedb-1f9dde011335 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:06.865445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 13dd5f30-69df-4104-8dea-cf3acc095f52 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:06.694604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 718bc970-49a2-4c35-bd25-f2899e5becfd · outbound

This paper cites Proximal Policy Optimization Algorithms.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Proximal Policy Optimization Algorithms

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:03.357599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f967d6a1-4929-43af-ac80-4bc01f88b0ae · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:03.489756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f6eff1c-c1d1-42e3-a5a3-1904a8060f04 · outbound

This paper cites QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T20:31:04.934148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e74f1c9b-ccb9-45e3-b478-e57701498c44 · outbound

This paper cites J.; Hostallero, D.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach J.; Hostallero, D

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:03.664075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bf32f8d-77ab-4f32-9f92-02755da44d51 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:06.556410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a20d0ba8-6acd-4400-9c7d-6cf0bcdc0e3f · outbound

This paper cites Order Matters: Agent-by-agent Policy Optimization.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Order Matters: Agent-by-agent Policy Optimization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:03.774416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c06c0ffa-36e9-48ea-aa1f-cbd8dccf44b7 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:06.368573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dde27cee-57a9-4123-8e3e-fc1d7af7c330 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:06.208324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 00df7ad7-d1ed-4dac-8069-f08262785ba3 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:04.018564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d22c4f59-dddd-46fc-add0-9eb2ba831445 · outbound

This paper cites D.; and Cioffi, J.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach D.; and Cioffi, J

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:31:05.992537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2f3dad14-ebe9-4b20-a48d-1098141b8ef1 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:05.818535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 24bfe0ea-b0aa-4075-9624-17398652e2ad · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:05.683506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0e703673-3364-42c6-974d-f18e41da56e4 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:04.439246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc382132-c1bd-4a2e-9cd4-4aa699581190 · outbound

This paper cites an unresolved cited work.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:31:05.463085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7e31b259-ae8d-4c3d-9872-d2fe1f546158 · outbound

This paper cites G.; Feng, X.; Hu, S.; Ji, J.; and Yang, Y.

Multi-Agent Trust Region Policy Optimisation: A Joint Constraint Approach G.; Feng, X.; Hu, S.; Ji, J.; and Yang, Y

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:04.600502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.