Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:51:59.377166Z
Paper Citation Record · LEDGER
Deontically Constrained Policy Improvement in Reinforcement Learning Agents
As of 19 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2506.06959.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
30 of 30 outbound references displayed
- verified exact3
- verified fuzzy15
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ef694f84-f6fd-4147-be08-60dc1791f07e · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 1
- Resolution
- verified exact
- doi, observed 2026-08-07T05:51:59.431911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 776b32c3-0d34-4a9f-b5e4-525e8eaf151f · outbound
This paper cites MacGlashan and M.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents MacGlashan and M
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.733942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 93214bf8-2f8a-4625-bc76-32c06ece7a55 · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.722956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 55b61f62-4ce3-4ba2-b7b9-4ef132ec3a49 · outbound
This paper cites CONSTRAINED MARKOV DECISION PROCESSES,.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents CONSTRAINED MARKOV DECISION PROCESSES,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.709523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7099a15a-d4a5-4ace-9ced-74e4bf3b3739 · outbound
This paper cites A Framework for Transforming Specifications in Reinforcement Learning,.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents A Framework for Transforming Specifications in Reinforcement Learning,
Reference 5
- Resolution
- verified exact
- doi, observed 2026-08-07T05:51:59.420336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a427ae30-f82a-442b-8594-ecb891cd7695 · outbound
This paper cites Principles of model checking,.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Principles of model checking,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.698500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9126efed-9ff3-4d66-ad0f-ee6c61a50fa2 · outbound
This paper cites 467–477, eleventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2011).
Deontically Constrained Policy Improvement in Reinforcement Learning Agents 467–477, eleventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2011)
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.687200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aafed6bc-9ddb-4b3e-b599-fe44f924c8ee · outbound
This paper cites Herzig and N.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Herzig and N
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.675892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8d40a761-ac08-4c5e-a10f-fd7a54493fe6 · outbound
This paper cites Herzig and N.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Herzig and N
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.664547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1c348826-f92a-42a7-aa39-477b4affa13c · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.653571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 89dd09a2-75ce-4f24-8adc-d1986a460b2e · outbound
This paper cites Ellis, M.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Ellis, M
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.642195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ee4c91fb-8835-401b-bea3-13e512b416c0 · outbound
This paper cites Agency and Deontic Logic,.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Agency and Deontic Logic,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.630502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8a7150f9-679e-43fc-9847-0c95f5ab478a · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.619582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 338e8366-ee62-439b-b80f-f3fbb1176f0b · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.608729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f3d4ad82-b2db-4ad2-afff-10c4c30b927b · outbound
This paper cites Piterman and D.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Piterman and D
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.597907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5fb7a5b2-388f-424a-b79f-fcb4fbbfb74c · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.587483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3f2c4751-fcc9-4542-83ba-4051015fbe45 · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.576429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 96e9d5b1-829f-4b5f-a4fb-e83559a48170 · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.565583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d9248b66-05a8-4b9d-a4e2-eb2b03d77b6b · outbound
This paper cites Jansen and U.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Jansen and U
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.554208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation add62f7c-d7fa-4fcb-a6eb-4eae663f5e96 · outbound
This paper cites URLhttp://www.lsv.fr/ ~markey/Teaching/ESSLLI06/ESSLLI-proc.pdf.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents URLhttp://www.lsv.fr/ ~markey/Teaching/ESSLLI06/ESSLLI-proc.pdf
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.542576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 01811f5a-0c47-475f-9c93-b4a971dde818 · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.531232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d9f40715-cc08-47b5-80ec-c53063625578 · outbound
This paper cites The Alignment Problem from a Deep Learning Perspective.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents The Alignment Problem from a Deep Learning Perspective
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:51:59.350948Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 649473c8-5b57-41dc-89cc-f2b34fa42493 · outbound
This paper cites Bhatia and J.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Bhatia and J
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.520139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4e20bc2b-d882-4156-9594-177191708a1d · outbound
This paper cites Reymond, P.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Reymond, P
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.508403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d0f4ae0b-7c28-4a7e-a97a-bfd77265eeb4 · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.496912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 53f10e6f-ce32-4548-8b30-6b1bf90b56bf · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.486997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4321b91f-5364-4073-8111-67e19769f0ed · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:51:59.477003Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 274d09dc-98ae-4601-8153-70bb957e9981 · outbound
This paper cites Reinforcement Learning: An Introduction,.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Reinforcement Learning: An Introduction,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.466724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dff0c386-38fe-4f47-93ee-050983d9b013 · outbound
This paper cites an unresolved cited work.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Unresolved cited work
Reference 29
- Resolution
- verified exact
- doi, observed 2026-08-07T05:51:59.407771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c9491c9f-ceba-4de6-b0ce-ac65b47d9c78 · outbound
This paper cites Littman and M.
Deontically Constrained Policy Improvement in Reinforcement Learning Agents Littman and M
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:51:59.455989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
No inbound Pith citation observations are available.