Paper Citation Record · LEDGER

Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2303.17396.

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

pith.paper-citation-record.v1
2303.17396 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T11:28:31.931515Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5edb3c11-8fc5-4400-b5af-2af1766ec643 · inbound

Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling cites this paper.

Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:40:46.202696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea6b5855-b0e0-4111-a622-dda54e4e03f6 · inbound

Reinforcement Learning with Action Chunking cites this paper.

Reinforcement Learning with Action Chunking Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-19T05:22:06.420671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d2898d64-945d-4361-81bc-da44e88c9c50 · inbound

COOPO: Cyclic Offline-Online Policy Optimization Algorithm cites this paper.

COOPO: Cyclic Offline-Online Policy Optimization Algorithm Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:13:18.014008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f41da937-d31d-4bf2-a611-c38b899f92fa · inbound

Improving Robotic Generalist Policies via Flow Reversal Steering cites this paper.

Improving Robotic Generalist Policies via Flow Reversal Steering Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions

Reference 94

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:48:35.713169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7fa6845a-7bf4-4fe6-a75b-8ce07cb021ef · inbound

Beyond One-Size-Fits-All: Diagnosis-Driven Online Reinforcement Learning with Offline Priors cites this paper.

Beyond One-Size-Fits-All: Diagnosis-Driven Online Reinforcement Learning with Offline Priors Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:30:07.881241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ca81e43d-d058-45b3-b7a0-2de550c049aa · inbound

Robo-ValueRL: Reliable Value Estimation for Offline-to-Online Reinforcement Learning cites this paper.

Robo-ValueRL: Reliable Value Estimation for Offline-to-Online Reinforcement Learning Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-14T14:57:49.542416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87b90e74-70a7-421b-87d2-1abcf9db6afc · inbound

Evaluating Fuzz Testing for Reinforcement Learning Agents cites this paper.

Evaluating Fuzz Testing for Reinforcement Learning Agents Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical Solutions

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T11:28:31.931515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.