Paper Citation Record · LEDGER

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization

As of 15 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2412.07639.

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

pith.paper-citation-record.v1
2412.07639 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:46:17.581638Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

34 of 34 outbound references displayed

verified exact2
verified fuzzy6
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2585beef-4765-44c5-b92d-c74fb8ae052d · outbound

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

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T18:46:17.456660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bef3090-4190-436e-8014-8c19e253ac5f · outbound

This paper cites write newline.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T18:46:17.461660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3329ad65-970f-43c4-a03e-c27d09aac75c · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.951459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 70c2ee7e-8890-444e-b408-a0f0e621b83b · outbound

This paper cites Multi-Agent Coordination via Multi-Level Communication.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Multi-Agent Coordination via Multi-Level Communication

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-11T18:46:17.671709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2df5b566-0ae2-47dc-b93e-d5f663166e77 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.940922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 47d95fc6-2c48-430e-8c14-a857d0f8f1f0 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.930107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3f8f3228-f4e4-450c-a40a-999db5777a26 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T18:46:17.483893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bffe705-1e1c-454d-902c-1e1adcda35c7 · outbound

This paper cites Soft Actor-Critic Algorithms and Applications.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Soft Actor-Critic Algorithms and Applications

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T18:46:17.487995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 569e532e-8196-4fdb-a453-9ae511850052 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.912537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bf11f350-3e7d-4a3d-b4a4-7474d2493e98 · outbound

This paper cites G.; Chen, R.; Wen, M.; Wen, Y.; Sun, F.; Wang, J.; and Yang, Y.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization G.; Chen, R.; Wen, M.; Wen, Y.; Sun, F.; Wang, J.; and Yang, Y

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:46:17.902691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 78650811-09e7-49f2-a4aa-33148eeae3cd · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T18:46:17.499064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fde00527-41bf-4b32-a2cf-37d97f86ebd4 · outbound

This paper cites Improving Generalization and Data Efficiency with Diffusion in Offline Multi-agent RL.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Improving Generalization and Data Efficiency with Diffusion in Offline Multi-agent RL

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-11T18:46:17.644430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation af474bd8-27db-4185-8caa-36c13204a622 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.886510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b9283b72-8d96-4262-b258-ffb0707464c8 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.877666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation acccd921-64bb-4403-b00f-1a2056855d7f · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.868082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 419cc7d3-245f-4caf-b2fd-ddc5ea095370 · outbound

This paper cites E.; Lee, J.; Yoon, J.; Leonardos, S.; Abbeel, P.; and Kim, K.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization E.; Lee, J.; Yoon, J.; Leonardos, S.; Abbeel, P.; and Kim, K

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:46:17.857024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 142f1f8e-c43c-4232-8b4a-c5a91f2b93c9 · outbound

This paper cites D.; and Palfrey, T.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization D.; and Palfrey, T

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:46:17.846150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a6d18b01-5914-4b7b-97c4-4c872f019b44 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.835791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2e412280-ffe3-4f35-9cb2-85ed5f354b29 · outbound

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

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization S.; Farquhar, G.; Foerster, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:46:17.825375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4e803943-6ce8-4647-afbb-383f5c051e1c · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.813902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dd9c5fe8-d921-4066-87ad-cfaa7aff26a8 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.802710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 343ecda5-8128-4110-a083-f722a20287de · outbound

This paper cites J.; Hostallero, D.; and Yi, Y.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization J.; Hostallero, D.; and Yi, Y

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:46:17.791997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f6a8cb02-ba31-413a-8e52-05ced676907e · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.780091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 576032bb-89b8-4f5e-aeab-2373141c8210 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.768301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef2087b7-aefe-40d2-9566-a5d1a16a2df6 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.757357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 190453a1-6e9b-4738-9d8a-bca5bc3438b0 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.746213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c1d0d3f4-8339-4c04-b38f-d8249696fb76 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.735830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bcc260d7-4177-49cc-98ff-78e648482a03 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.725764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ce0b7ee3-6478-40aa-bff1-edd48fd4168a · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.715669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a0b8b1e2-81ac-4567-aab7-0ab70e04b16f · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.704879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 96b55309-edfd-446f-a81d-d4d080885d95 · outbound

This paper cites an unresolved cited work.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:46:17.692820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a01f88b0-1bf2-462f-9148-550ce3f9243c · outbound

This paper cites M.; and Wu, Y.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization M.; and Wu, Y

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:46:17.682432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b104da63-e063-4565-8a43-fbb44c8287df · outbound

This paper cites Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T18:46:17.577423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9aab2cb-1049-489b-a93f-1ccdfdab2402 · outbound

This paper cites MADiff: Offline Multi-agent Learning with Diffusion Models.

Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization MADiff: Offline Multi-agent Learning with Diffusion Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T18:46:17.581638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.