Paper Citation Record · LEDGER

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning

As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.08793.

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

pith.paper-citation-record.v1
2507.08793 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:16:20.393795Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

43 of 43 outbound references displayed

verified exact7
verified fuzzy10
unresolved24
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85169c1f-2474-4d32-83e2-6cd9c6e5e37d · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.265612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c78ee23a-94d1-49ca-bc49-83ae64b7d3c4 · outbound

This paper cites Achiam, D.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Achiam, D

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:21.161608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f5bf2da-7395-4026-812e-6925e8ab4106 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:21.150769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 99b136a4-d6b1-492d-a280-04ebd9a2de28 · outbound

This paper cites URL https://www.taylorfrancis.com/ books/9781315140223.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning URL https://www.taylorfrancis.com/ books/9781315140223

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-06T18:16:20.894237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 10da4b1f-745e-4bd6-8a2a-ff00fb672a0e · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:21.140079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 334bd6ef-b2c9-4c2d-ba11-59d06e5ab319 · outbound

This paper cites Conservative Safety Critics for Exploration.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Conservative Safety Critics for Exploration

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.283541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba9042e4-53ec-492e-8a96-3a0cc5d3d1c0 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:21.130433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d8f4cf1-db2b-43b1-88be-fe6ddf946b78 · outbound

This paper cites URL http://link.springer.com/ 10.1007/978-3-030-47229-0_2.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning URL http://link.springer.com/ 10.1007/978-3-030-47229-0_2

Reference 8

Resolution: verified exact; doi, observed 2026-08-06T18:16:20.475703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3e23013e-a1d1-4cd9-a6ea-3d81be2ab9db · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.293032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba5f3ea4-0f02-4be8-88ee-5a62995611e9 · outbound

This paper cites Ciosek, Q.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Ciosek, Q

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:21.120210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b050d13b-5ec4-46a6-bf6e-12b04d4ac8d1 · outbound

This paper cites Dulac-Arnold, N.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Dulac-Arnold, N

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.308109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36653d98-fc44-4a9f-a91c-8973f5741982 · outbound

This paper cites Dabney, G.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Dabney, G

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:21.099351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ec4054a-f3c8-489c-8506-0d43678497a7 · outbound

This paper cites Dabney, M.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Dabney, M

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.305386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a55356-524b-47a7-801b-9d4772fe226e · outbound

This paper cites Greenberg, Y.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Greenberg, Y

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:21.063895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 745ac99c-5d23-439a-be08-3cf46bbcad79 · outbound

This paper cites Fujimoto, H.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Fujimoto, H

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:21.088505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 01fe2aeb-8e51-4a3b-b952-f56908b13312 · outbound

This paper cites García and F.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning García and F

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:21.076617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9918112f-688d-42f7-b36c-f6bf42fe7645 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-06T18:16:20.326107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad4d0621-b059-413d-ba5f-73b60461ee9c · outbound

This paper cites A Review of Safe Reinforcement Learning: Methods, Theory and Applications.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning A Review of Safe Reinforcement Learning: Methods, Theory and Applications

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.319931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9966e55c-d5c0-4251-9c88-586fc86cd7cb · outbound

This paper cites Haarnoja, A.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Haarnoja, A

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:21.052577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b68dd2f5-9d4c-477c-ae23-a25e9150fd55 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:21.019625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0eeb7a3e-fd78-417b-92aa-728371c21407 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:21.042172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fc086859-bab3-4ba1-b69b-9e59d962a00a · outbound

This paper cites Keramati, C.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Keramati, C

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:21.031236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8bd58267-2152-4bb0-9453-8ab9cf38b511 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:20.976093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bca846fa-3090-4fc3-ba8d-7e77f042793d · outbound

This paper cites DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.355708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d257a5e6-d71b-4f49-a9c7-5a43b13e2e6c · outbound

This paper cites Tactical Optimism and Pessimism for Deep Reinforcement Learning.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Tactical Optimism and Pessimism for Deep Reinforcement Learning

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:16:20.718766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74203ad6-def4-49b4-85ca-687e5551bbbd · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:20.998791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 78a4e5e6-dcbf-4294-9b69-d7654619a108 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 27

Resolution: verified exact; raw_fallback, observed 2026-08-06T18:16:20.703420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4c21e26-a11c-475a-b109-3033e8a6e107 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-06T18:16:20.441495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation adf571f2-2d9b-4da3-a3ff-d4f315a56704 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:20.939983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1ad41e0-ce4d-4b1e-b54c-5fac5d801768 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.372943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ef87c4-b94b-486f-ad08-c56f2dcb999d · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 31

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T18:16:20.561857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 703b8e56-3691-4e62-ad75-8c511594ad38 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:20.964679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e6964274-f112-403c-b9e0-2a9a18052baf · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:20.930157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ec6ea63c-bac9-4904-a80c-032fc1db6deb · outbound

This paper cites Tessler, D.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Tessler, D

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:20.951144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 466639f7-ea84-4fd5-94c4-5b60e111bde7 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:20.919047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9e10b2c1-e853-4d7c-9a37-1416399ce2cb · outbound

This paper cites Zhang, L.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Zhang, L

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:16:20.906535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa70d111-8315-46e7-86fc-53ef2dc3324f · outbound

This paper cites Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:16:20.497430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2a5500dd-42b4-4b0a-952e-edb90df12121 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 40

Resolution: verified exact; doi, observed 2026-08-06T18:16:20.431760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be203779-3d81-4970-b384-1ee06a6e0440 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 2019

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:21.109610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e978abee-f9f8-4fb1-9531-6719dd66cf2b · outbound

This paper cites doi: 10.1609/aaai.v34i04.5870.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning doi: 10.1609/aaai.v34i04.5870

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.334853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae520bbf-23d7-44d0-adc9-d448710220e9 · outbound

This paper cites ISBN 978-1-956792-00-3.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning ISBN 978-1-956792-00-3

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T18:16:20.393795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f84d7af-92f0-49e0-93ce-2b9c63d4c135 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:21.008867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 07e3f8b1-c3f4-4b66-bc30-2748635f41c4 · outbound

This paper cites an unresolved cited work.

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:16:20.987053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.