Paper Citation Record · LEDGER

Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards

As of 5 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 4 inbound Pith citation observations for arXiv:2602.08499.

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

pith.paper-citation-record.v1
2602.08499 v2

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:23:08.113394Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:54:44.275053Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-29T23:04:01.364747Z

Reference resolution

5 of 5 outbound references displayed

verified exact0
verified fuzzy0
unresolved4
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49629e8f-5cea-4869-863b-130081a16299 · outbound

This paper cites an unresolved cited work.

Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T03:23:07.732084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584d726f-0bda-445f-a56b-29751b511513 · outbound

This paper cites an unresolved cited work.

Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T03:23:07.866263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 053d8066-c87f-4a15-a22d-8e998a294c37 · outbound

This paper cites an unresolved cited work.

Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:23:07.981528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8929999b-17ca-42a7-9dea-fea12315fa84 · outbound

This paper cites The largestnis 1533.

Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards The largestnis 1533

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T03:23:08.113394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e194c70-e8a8-4203-8667-81903fef3168 · outbound

This paper cites 11 Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards A.

Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards 11 Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards A

Reference 2025

Resolution: malformed identifier; no resolver link, observed 2026-08-03T03:23:07.634282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e3588103-6d95-4d47-8f70-046e88853374 · inbound

Policy Improvement Reinforcement Learning cites this paper.

Policy Improvement Reinforcement Learning Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-26T03:04:11.606338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 427e1e51-9686-4af8-893e-8b5616a06d2d · inbound

When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards cites this paper.

When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:04:01.366182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 55a80e4a-cd6d-4993-bf4f-5eb67519a838 · inbound

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications cites this paper.

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards

Reference 247

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:43:15.723332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1760ee1a-2a76-4fac-b3b8-d602362fe35f · inbound

Toward Plasticity-Preserving KL Regularization for Capability Retention in LLM Reinforcement Learning cites this paper.

Toward Plasticity-Preserving KL Regularization for Capability Retention in LLM Reinforcement Learning Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T21:54:44.275053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.