Paper Citation Record · LEDGER

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2505.19637.

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

pith.paper-citation-record.v1
2505.19637 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:15:38.154456Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy3
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad21ae39-8999-4ef2-94e7-f9c17e8a69e1 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:44.522075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8981b93-8a6b-46ac-9551-ba24883404db · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:43.979608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d79a646d-a141-40f2-aac2-bd2ebf198d5d · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:43.575134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76b54ddb-d11a-416a-9969-0aa0cbc0063a · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:43.379088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 920462f9-38b6-4e5d-ac7a-2511318944c4 · outbound

This paper cites Guided Deep Reinforcement Learning for Swarm Systems.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Guided Deep Reinforcement Learning for Swarm Systems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:35.804796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5275ae44-41d5-4eba-bfec-257a98839941 · outbound

This paper cites Risk Sensitive Dead-end Identification in Safety-Critical Offline Reinforcement Learning.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Risk Sensitive Dead-end Identification in Safety-Critical Offline Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:35.927209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbdd3ceb-3fa7-4316-809b-d30f25aaf303 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:43.151744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c94055f-29f9-4135-8ff2-871740d9e4de · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:42.970375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 215d52a9-f784-4da4-b41c-4d3e3d30b8c7 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:42.781691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bdb2bbca-923e-469a-833a-af5086f762ec · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:42.671354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83f9843e-880c-40bb-9273-4fe24bec63f1 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:42.459870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c99c871f-31ea-4a6b-9a81-65c477de1f1e · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:42.284446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7d756808-7d2d-488f-ab31-78e2bcc30a22 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:42.122511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d23433b9-550d-4dbc-a259-56e6ddc0f409 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:41.959506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ad9db5d-fcd1-43ff-8955-3b7e2fd05a1f · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:41.776163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c4b17c6-4f97-4efa-9c92-77fd32f5cd1d · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:41.586776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bd717aef-f044-4849-bbfc-b86806811bf1 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:41.373253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c981c9d-8ecc-4b06-8d4f-6634566536cf · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:36.794886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 608481de-d355-4b2e-8d23-41bfbcd66510 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:41.158140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e7f9a19-8b7e-43b0-9017-45a921be481a · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:40.971470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33dc39e7-105d-449b-abf0-c08761114523 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:40.767842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c47b14b9-05f5-4477-9e39-19233e5c1d4a · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:40.562548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d98b25ff-e6a5-4791-bf9c-f3079b0ed975 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:40.316108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 202f2fa9-86a4-4c3c-afbb-0e8e4178b581 · outbound

This paper cites 2018.Reinforcement learning: An intro- duction.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning 2018.Reinforcement learning: An intro- duction

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:37.348845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daad16d8-2c23-43e8-9019-928a536e5908 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:40.054193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30f942b9-ce81-41f8-a15f-ec0eb9e75d10 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:39.816799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 780effeb-ce24-454e-98df-f5e48ecce527 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:39.539867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f6b5dec2-595a-41ac-a96b-e819dbff65a9 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:39.270173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b7e2cf42-cce1-44b5-a37c-fbb495edbd1f · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:38.980676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5fdcf949-a71e-4b6c-9772-3b2eadb9bc78 · outbound

This paper cites an unresolved cited work.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:15:38.758562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c80b2f3-6447-46ae-842e-406600d9f7b0 · outbound

This paper cites 𝐸𝐿 Í𝐸𝐿+1 𝑙=1 𝑃𝑠(𝑙)−(𝐸 𝐿+1) Í𝐸𝐿 𝑙=1𝑃𝑠(𝑙) 𝐸𝐿(𝐸𝐿+1) # (21) =𝑁 total×  𝐸𝐿 Í𝐸𝐿 𝑙=1𝑃𝑠(𝑙)+𝑃 𝑠(𝐸𝐿+1) −(𝐸 𝐿+1) Í𝐸𝐿 𝑙=1𝑃𝑠(𝑙) 𝐸𝐿(𝐸𝐿+1)  (22) =𝑁 total×.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning 𝐸𝐿 Í𝐸𝐿+1 𝑙=1 𝑃𝑠(𝑙)−(𝐸 𝐿+1) Í𝐸𝐿 𝑙=1𝑃𝑠(𝑙) 𝐸𝐿(𝐸𝐿+1) # (21) =𝑁 total×  𝐸𝐿 Í𝐸𝐿 𝑙=1𝑃𝑠(𝑙)+𝑃 𝑠(𝐸𝐿+1) −(𝐸 𝐿+1) Í𝐸𝐿 𝑙=1𝑃𝑠(𝑙) 𝐸𝐿(𝐸𝐿+1)  (22) =𝑁 total×

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:15:38.463188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6e024169-4675-4f5e-8463-d6c253d42a5f · outbound

This paper cites InInterna- tional Conference on Machine Learning.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning InInterna- tional Conference on Machine Learning

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:15:43.800522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a701974-7636-40b8-91d7-ac30053c2a86 · outbound

This paper cites Autonomous Intelligent Systems2, 1 (2022), 1–12.

Adaptive Episode Length Adjustment for Multi-agent Reinforcement Learning Autonomous Intelligent Systems2, 1 (2022), 1–12

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:15:44.263001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.