Paper Citation Record · LEDGER

Maximum Entropy RL (Provably) Solves Some Robust RL Problems

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2103.06257.

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

pith.paper-citation-record.v1
2103.06257 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 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 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:21:34.220265Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T20:46:14.370062Z

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 4a14fb0d-c3b4-4b8a-b61e-430707e62963 · inbound

Reinforcement Learning on Reconfigurable Hardware: Overcoming Material Variability in Laser Material Processing cites this paper.

Reinforcement Learning on Reconfigurable Hardware: Overcoming Material Variability in Laser Material Processing Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T21:21:34.220265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b14e092-f610-4b31-9de8-b4197e794a4a · inbound

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning cites this paper.

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-18T15:58:33.623204Z

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.

Observation 016885b5-6336-4a61-83bc-6130eab112a1 · inbound

Distributionally Robust Deep Q-Learning cites this paper.

Distributionally Robust Deep Q-Learning Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:48.211513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11438e06-5740-4e59-8130-5d739374ddb3 · inbound

When Maximum Entropy Misleads Policy Optimization cites this paper.

When Maximum Entropy Misleads Policy Optimization Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:22:17.058715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d459e129-a441-41ff-abb6-43e3d7f28960 · inbound

A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.

A Survey of Reinforcement Learning for Large Reasoning Models Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 127

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:02:25.331332Z

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.

Observation 59c021e6-e479-44db-b6e2-9e0602249ccd · inbound

Failure Modes of Maximum Entropy RLHF cites this paper.

Failure Modes of Maximum Entropy RLHF Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:02:39.730332Z

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.

Observation 4a3fec9a-378b-4b3f-a59a-966e6d35fca0 · inbound

RobustVLA: On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations cites this paper.

RobustVLA: On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-04T14:58:36.682378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2735e6a-ddad-4c94-a5ac-f5f002fc71dd · inbound

Robust Policy Optimization to Prevent Catastrophic Forgetting cites this paper.

Robust Policy Optimization to Prevent Catastrophic Forgetting Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:37:24.301959Z

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.

Observation f0f9b06c-633e-4a81-afa9-c670311ac458 · inbound

Robust Adversarial Policy Optimization Under Dynamics Uncertainty cites this paper.

Robust Adversarial Policy Optimization Under Dynamics Uncertainty Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:26:03.569035Z

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.

Observation 7c2f6ba4-1c4b-44cc-a561-99e174eaaa0f · inbound

Reinforcement Learning via Value Gradient Flow cites this paper.

Reinforcement Learning via Value Gradient Flow Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:20:25.673260Z

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.

Observation 31e20043-8c2b-4860-bfec-54c83132d110 · inbound

Compute Aligned Training: Optimizing for Test Time Inference cites this paper.

Compute Aligned Training: Optimizing for Test Time Inference Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:51:11.758180Z

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.

Observation d65b10d3-0de8-4757-bb36-2d9b6dc885ce · inbound

Compute Aligned Training: Optimizing for Test Time Inference cites this paper.

Compute Aligned Training: Optimizing for Test Time Inference Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:44:04.636436Z

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.

Observation 76d63982-a189-45d3-a6d0-3cccde97d05e · inbound

Mutual Information Optimal Density Control of Linear Systems and Generalized Schr\"{o}dinger Bridges with Reference Refinement cites this paper.

Mutual Information Optimal Density Control of Linear Systems and Generalized Schr\"{o}dinger Bridges with Reference Refinement Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:56:24.496334Z

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.

Observation 94f56815-2179-4fda-b097-666a5c0f1000 · inbound

Beyond Mode Collapse: Distribution Matching for Diverse Reasoning cites this paper.

Beyond Mode Collapse: Distribution Matching for Diverse Reasoning Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:33:04.118658Z

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.

Observation 247da142-9fa0-4733-9d82-fb746e4928b3 · inbound

LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition cites this paper.

LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-30T18:45:00.059456Z

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.

Observation 842a6a8c-96b6-409e-bc06-05431658e723 · inbound

Trust Region On-Policy Distillation cites this paper.

Trust Region On-Policy Distillation Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 223

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:46:14.371614Z

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.

Observation ad5219bc-7e7c-4b91-9800-317de72983df · inbound

Sample-Efficient Post-Training for LEGO Spatial-Physics Reasoning cites this paper.

Sample-Efficient Post-Training for LEGO Spatial-Physics Reasoning Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Reference 68

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T23:42:49.531045Z

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.