Paper Citation Record · LEDGER

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning

As of 12 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2502.10431.

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

pith.paper-citation-record.v1
2502.10431 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:00:00.449779Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy5
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e26ed5ac-6b5e-4cb3-9361-e30604cb35d2 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.871617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9bee4a20-5f0d-4f65-9f2f-ad7b0363791c · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.858089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0474f022-f15f-44ef-addd-ff1a774cfa78 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.844003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dc04cf35-734e-4b97-bbaa-614c2a4b5f39 · outbound

This paper cites C.; Ling, J.; and Kumar, A.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning C.; Ling, J.; and Kumar, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:00:00.828322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a18c8088-b928-49e8-9006-c1fa5ac2df42 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.814543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 33f25a5b-a42f-4ace-a3bb-ba294357e50a · outbound

This paper cites H.; Sinha, A.; and Varakantham, P.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning H.; Sinha, A.; and Varakantham, P

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:00:00.800939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e4980115-9285-4948-8370-37b959f59f20 · outbound

This paper cites Safe Exploration in Continuous Action Spaces.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Safe Exploration in Continuous Action Spaces

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T19:00:00.350069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51f3918a-128e-4b36-80ed-5bca3c3892df · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.786649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5aac8e23-ea69-4ec2-b8aa-5ce0b39f39dc · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.774157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cca2b393-a8c0-4a25-944f-2d740ada1f84 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T19:00:00.364198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7d1e951-b2c3-4f7e-b01d-063d7ab940fd · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.751044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 044a8f1e-f3ae-4178-96fd-8a99bb0c5903 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.736898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ae22e4fd-3978-4176-8ca5-36821e9231e0 · outbound

This paper cites Auto-Encoding Variational Bayes.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Auto-Encoding Variational Bayes

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T19:00:00.378829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdfb2bb5-8ecd-4677-8a7c-2dc4338f8417 · outbound

This paper cites P.; Hunt, J.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning P.; Hunt, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:00:00.723002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 43e1ae76-31e5-4eb0-8b63-1b4180489a51 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.709104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 66b08cd2-fe3a-44f6-9e60-19a64d3f1df5 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.695081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a4fb8899-01bc-436b-8142-24bbcf6a4af4 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.681231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ab3ae500-cce9-410c-8934-550000fd2f88 · outbound

This paper cites A.; Veness, J.; Bellemare, M.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning A.; Veness, J.; Bellemare, M

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T19:00:00.401038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59ac2035-6c26-43db-8989-27f940d4fca8 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.658233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3a91985c-5007-4b89-876d-c75bada43076 · outbound

This paper cites J.; Mohamed, S.; and Lakshminarayanan, B.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning J.; Mohamed, S.; and Lakshminarayanan, B

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:00:00.643358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9ff7e777-d457-41f6-b4ad-1f475ee8e079 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.629591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8a86831c-da94-40e4-b44c-63a0d5089863 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.614937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 58b77229-7eb8-45d4-ba84-13e106d7ae8e · outbound

This paper cites E.; Ibarz, J.; Finn, C.; and Goldberg, K.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning E.; Ibarz, J.; Finn, C.; and Goldberg, K

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:00:00.601108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 30bf8d77-867f-4a52-9cdd-0b8a53b3179c · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.586137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2850a9e1-2df9-4a1e-8782-82c5ce035e38 · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T19:00:00.429902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9ded236-c6ab-493d-8c08-18b05c5384d1 · outbound

This paper cites Improving Exploration in Soft-Actor-Critic with Normalizing Flows Policies.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Improving Exploration in Soft-Actor-Critic with Normalizing Flows Policies

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T19:00:00.433301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa1a709-b8cf-42ad-a171-87f4c3bf124b · outbound

This paper cites an unresolved cited work.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:00:00.562729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 54538de1-aa23-4c20-b6c2-5bd8e2cfe1de · outbound

This paper cites State-wise Safe Reinforcement Learning: A Survey.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning State-wise Safe Reinforcement Learning: A Survey

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T19:00:00.440808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdcbdd19-f224-41fa-8197-0b3f5f788996 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning , " * write output.state after.block = add.period write newline

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T19:00:00.445079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c922132a-b2e7-478a-8663-8b662d24f0d4 · outbound

This paper cites write newline.

Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning write newline

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T19:00:00.449779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.