Pith. sign in

Paper Citation Record · LEDGER

Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.08994.

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

pith.paper-citation-record.v1
2408.08994 v3

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 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T12:06:20.417142Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:56:30.517265Z

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 8ed37462-15c2-4d2f-8cb9-1b049606e019 · inbound

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards cites this paper.

Catoni Contextual Bandits are Robust to Heavy-tailed Rewards Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-09T12:06:20.417142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T12:06:20.417142Z digest=sha256:feb41158419c8cf03c9c51bb164833e352b7110492acc36152bb8ad6c11e0e85

Observation cdd2b29e-15c4-423a-84d9-05c243818ba3 · inbound

Fast Rates for Offline Contextual Bandits with Forward-KL Regularization under Single-Policy Concentrability cites this paper.

Fast Rates for Offline Contextual Bandits with Forward-KL Regularization under Single-Policy Concentrability Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:56:30.522006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-12T03:47:14.379908Z digest=sha256:36d651dbfef86de7a77e1a25dd3d63006949b855c7d5747cb50260b9c525ec40