Paper Citation Record · LEDGER

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix

As of 23 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2606.09884.

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

pith.paper-citation-record.v1
2606.09884 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T04:09:27.524027Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

15 of 15 outbound references displayed

verified exact3
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b0771aca-9819-4913-a335-3a35c6fe7347 · outbound

This paper cites American Economic Review , volume=.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix American Economic Review , volume=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bea3f4e0-d979-4188-ac39-a8db08ee3ee7 · outbound

This paper cites Autonomous algorithmic collusion:.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix Autonomous algorithmic collusion:

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0cb9bde-f8b6-4c98-8ad7-f00dae96b464 · outbound

This paper cites Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI) , year=.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI) , year=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d6c427b-3249-4db6-bd7f-3ebbd653f1c1 · outbound

This paper cites Algorithmic Collusion in Dynamic Pricing with Deep Reinforcement Learning.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix Algorithmic Collusion in Dynamic Pricing with Deep Reinforcement Learning

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:16:54.058524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 426d1ffd-773e-494d-a2c4-0679a38388ec · outbound

This paper cites , journal=.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix , journal=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68bceda6-9e73-4d72-8dd8-d4d032fcfb0c · outbound

This paper cites Impact of Price Inflation on Algorithmic Collusion Through Reinforcement Learning Agents.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix Impact of Price Inflation on Algorithmic Collusion Through Reinforcement Learning Agents

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:16:54.055626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 81607f19-f9bc-44aa-b659-c3d0b038de5e · outbound

This paper cites Algorithmic Pricing and Algorithmic Collusion.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix Algorithmic Pricing and Algorithmic Collusion

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:16:54.061643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 174b50dc-2bca-4161-996a-1db02cb88161 · outbound

This paper cites Algorithmic Collusion by Large Language Models.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix Algorithmic Collusion by Large Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T11:16:54.052790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c4d7f968-4ae6-4034-b862-f12bbd1b8a8b · outbound

This paper cites Algorithmic Collusion and the Minimum Price.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix Algorithmic Collusion and the Minimum Price

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fcedd0b-81ad-4e2f-b24e-2e6363e3cd74 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix International Conference on Learning Representations (ICLR) , year=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46a2e468-4d63-4c35-a731-e2e5b43d547e · outbound

This paper cites Model-Based Reinforcement Learning for Semi-.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix Model-Based Reinforcement Learning for Semi-

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdb8fcf9-12ff-4786-b107-dd685c0d5c25 · outbound

This paper cites International Journal of Robotics Research , year=.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix International Journal of Robotics Research , year=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c6e26f8-199f-4636-85c9-9da2e4b90686 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix International Conference on Learning Representations (ICLR) , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd48c8dd-1ca2-47f4-a5c6-c70515387a69 · outbound

This paper cites and Precup, Doina and Singh, Satinder , journal=.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix and Precup, Doina and Singh, Satinder , journal=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99b4f8bb-dd73-4cd3-9fab-85a715c99139 · outbound

This paper cites International Conference on Machine Learning (ICML) , year=.

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix International Conference on Machine Learning (ICML) , year=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T04:09:27.524027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.