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Paper Citation Record · LEDGER

The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2203.01500.

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

pith.paper-citation-record.v1
2203.01500 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:04:37.653856Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T18:45:00.649886Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d5c323d6-1f11-4456-b750-81e19428dd89 · inbound

Deterministic Model of Incremental Multi-Agent Boltzmann Q-Learning: Transient Cooperation, Metastability, and Oscillations cites this paper.

Deterministic Model of Incremental Multi-Agent Boltzmann Q-Learning: Transient Cooperation, Metastability, and Oscillations The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T23:04:37.653856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:04:37.653856Z digest=sha256:72b0fc6ceb8391d24e6a9a93b87eb243652848b40f40ce96dd36c6909a84736a

Observation 5cce7999-a5aa-43ce-9cb9-36a21c32c1e4 · inbound

The Dynamics of Policy Gradient in Social Dilemmas with Partner Selection cites this paper.

The Dynamics of Policy Gradient in Social Dilemmas with Partner Selection The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:22:53.735409Z

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.

source=pdf_text observed=2026-05-20T00:22:00.089420Z digest=sha256:51577ad0bcae5aebdd35a1f3f58b1fb59f77e3da4bd00a3cb4b6d726aefeaa02

Observation e4d89612-0132-4b54-bbc3-5035a977acbd · inbound

The Dynamics of Policy Gradient in Social Dilemmas with Partner Selection cites this paper.

The Dynamics of Policy Gradient in Social Dilemmas with Partner Selection The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:45:00.651709Z

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.

source=pdf_text observed=2026-06-30T18:40:09.043507Z digest=sha256:23706b4c28d4806c5ecc4ceb98b2ac4f2bdd70ee985e226aa8d5c29e761b18af