Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:44:43.877002Z
Paper Citation Record · LEDGER
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games
As of 12 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2506.21079.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
Reference resolution
12 of 12 outbound references displayed
- verified exact2
- verified fuzzy9
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e2193548-ba8c-4151-b783-bc6f920fc665 · outbound
This paper cites Markov games as a framework for multi- agent reinforcement learning.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Markov games as a framework for multi- agent reinforcement learning
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:44:44.064820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4c118239-f9a6-4790-b67d-c1b7b8c7b5f2 · outbound
This paper cites Algorithms, machine learning, and col lusion.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Algorithms, machine learning, and col lusion
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:44:44.051804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 97b4f1d0-7833-458c-b48f-02a600b69210 · outbound
This paper cites Artificial intelligence, algorith- mic pricing, and collusion.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Artificial intelligence, algorith- mic pricing, and collusion
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:44:44.039428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9aeca44c-b4c2-4b9f-ba07-fe05c75082ad · outbound
This paper cites Artificial Intelligence and Spontaneous Collusion.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Artificial Intelligence and Spontaneous Collusion
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:44:43.842096Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37c7f90b-1b73-4116-9ad9-fd758a0ae867 · outbound
This paper cites Solutions of ordinary differential equat ions as limits of pure jump markov processes.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Solutions of ordinary differential equat ions as limits of pure jump markov processes
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:44:44.026570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dd0c8f5f-4e11-47b1-8eda-e9ffe9a19481 · outbound
This paper cites Fluid Limits of Pure Jump Markov Processes: a Practical Guide.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Fluid Limits of Pure Jump Markov Processes: a Practical Guide
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:44:43.936279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7e5a10c4-3253-4c5a-8848-7de98dbbf248 · outbound
This paper cites Geometric fluid approximation for general continuous-time markov chains.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Geometric fluid approximation for general continuous-time markov chains
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:44:44.013098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ea3df568-8ef7-46ce-b6a3-8a97c4d675c3 · outbound
This paper cites Differential equation approximati ons for markov chains.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Differential equation approximati ons for markov chains
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:44:44.000624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e8bd5a7e-ca84-4376-b9ea-6c13d40e91f8 · outbound
This paper cites Stochastic approximation with two time s cales.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Stochastic approximation with two time s cales
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:44:43.988204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 438fce0e-a78a-4666-8213-2ad45889bdc3 · outbound
This paper cites Computing the Bias of Constant-step Stochastic Approximation with Markovian Noise.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Computing the Bias of Constant-step Stochastic Approximation with Markovian Noise
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:44:43.917905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 06a45649-9c2d-4fda-b6b6-c34af1a14b04 · outbound
This paper cites Multiscale methods: averaging and homogenization , volume 53.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Multiscale methods: averaging and homogenization , volume 53
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:44:43.977036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 103fd063-f745-433e-9afb-fbdcc78250c9 · outbound
This paper cites Lectures on finite markov chains.
Homogenization of Multi-agent Learning Dynamics in Finite-state Markov Games Lectures on finite markov chains
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:44:43.964256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Pith citing papers
No inbound Pith citation observations are available.