Pith. sign in

Paper Citation Record · LEDGER

Homotopic Policy Mirror Descent: Policy Convergence, Implicit Regularization, and Improved Sample Complexity

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2201.09457.

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

pith.paper-citation-record.v1
2201.09457 v9

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:34:02.124836Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T05:42:21.459037Z

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 eb783b25-fc5b-4a52-b22e-b3a4fd72315a · inbound

StaQ it! Growing neural networks for Policy Mirror Descent cites this paper.

StaQ it! Growing neural networks for Policy Mirror Descent Homotopic Policy Mirror Descent: Policy Convergence, Implicit Regularization, and Improved Sample Complexity

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-07T00:34:02.124836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:34:02.124836Z digest=sha256:acda792d987e80d36a545724a565f9d8aa8f7c7a750ebe0c8693d47388617473

Observation d98ca2f3-f528-449d-8d6b-260067a5a9c3 · inbound

Delightful Gradients Accelerate Corner Escape cites this paper.

Delightful Gradients Accelerate Corner Escape Homotopic Policy Mirror Descent: Policy Convergence, Implicit Regularization, and Improved Sample Complexity

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-13T05:42:21.462338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-13T05:37:42.603906Z digest=sha256:06966591574c0003f520e551e8079fe9649b4aaa821bc49786970905cd37040b