Pith. sign in

Paper Citation Record · LEDGER

REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1205.2661.

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

pith.paper-citation-record.v1
1205.2661 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 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:58:17.064802Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:27:05.152416Z

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 800bfa74-f165-4f78-8453-ba96ac2d0931 · inbound

Near-Optimal Sample Complexity in Reward-Free Kernel-Based Reinforcement Learning cites this paper.

Near-Optimal Sample Complexity in Reward-Free Kernel-Based Reinforcement Learning REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T11:58:17.064802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:58:17.064802Z digest=sha256:a9c65e0d2ff7db3b3b61d49381a3e16830d4bd195f86d2e0124ad2f0817b5a49

Observation e54fec24-9f68-4cf5-aa49-5f8fe58a873c · inbound

Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs cites this paper.

Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T06:09:21.670031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T06:09:21.670031Z digest=sha256:06a37bc5f0e21b2da614d257f5765c0a21bbd2c341775fa9db589b27daf33bc2

Observation c88f8d83-b79f-41fa-9a46-20deb7bd4c54 · inbound

Non-Stationary Restless Multi-Armed Bandits with Provable Guarantee cites this paper.

Non-Stationary Restless Multi-Armed Bandits with Provable Guarantee REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:27:05.256092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:27:03.662892Z digest=sha256:0b8bbf5d0c169eef7139a8c6e25a0cd1e5342a19307854c30d32d5cec24f2fb4