Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T13:37:13.072331Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2608.05422.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T13:37:13.072331Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
13 of 13 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 55d4ff7a-a705-4c94-aec6-a754df69fab6 · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games Then the two distributions characterizingP F , the forward policy, areP agent, the agent’s policy, andP env, the environment dynamics
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 776ff8c3-3eed-45d6-9c21-174b499361a5 · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games 9 Artman Di Perkins Appendix C
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9ec2d936-9667-49c5-8046-586f4c1c6378 · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games doi: 10.1038/s41598-025-86899-8
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 452352f8-ac78-4940-8f3d-65e997c16f17 · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games (2024) as long as it satisfies the key requirement of flow matching, and by Lemma 5, the GEDB induce flow matching on infosets
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 433c0cdc-5266-47b4-9380-6870b47b75d1 · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games Population-based Evaluation in Repeated Rock-Paper-Scissors as a Benchmark for Multiagent Reinforcement Learning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1e944fa3-0dbe-4e99-a449-05147fe30572 · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games Similar to Theorem 7, we start with the recurrence on the flow functionF i induced by the GEDB
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 32ff7f07-4263-46a4-b9a3-51803c1ebd9e · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c64a6b61-b9c5-4916-9e4b-8ed42d655e35 · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games (2024), by constructionF 1(z) =R 1(z) andF 2(z) =R 2(z) for allz∈Z, soF(z) def.=F 1(z)F2(z) C1=R 1(z)R2(z) for allz∈Z
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d8d74c68-c16e-454e-bde8-98630b1db7be · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games doi: 10.1023/A:1009905800005
Reference 1998
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1039bf6c-3755-4d88-a88b-1727a3f2ee0a · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games OpenSpiel: A Framework for Reinforcement Learning in Games
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b258b1c-7edc-4679-b980-dce08af254ec · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games Generative Flow Networks: a Markov Chain Perspective
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fd05076-83fa-4965-8f97-ea08123a615a · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games Expected flow networks in stochastic environments and two-player zero-sum games
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f1c1e4bf-d63e-4174-b30d-1ddfc11e1f41 · outbound
IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games doi: 10.1016/j.geb.2025.02.008
Reference 2025
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
No inbound Pith citation observations are available.