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Paper Citation Record · LEDGER

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning

As of 22 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2501.19256.

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

pith.paper-citation-record.v1
2501.19256 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:51:20.267397Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

21 of 21 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6512793b-0af3-4837-8d5f-69c5d0e498b2 · outbound

This paper cites an unresolved cited work.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:51:20.525092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation c266284d-6654-4b0c-80b5-93095d24c92c · outbound

This paper cites an unresolved cited work.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:51:20.513675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.191421Z digest=sha256:0a968987e0aab37961db0efe52c9bc8131294927e6bf25e4d5aced70db4a8a9c

Observation 463ba98a-e316-4530-a5b9-4e9a92ab9ac2 · outbound

This paper cites an unresolved cited work.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:51:20.502416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.195327Z digest=sha256:f6503766c53f75ca102a9cfb91f1b06c5b21f7add9aa2abeae6aec081bfafb86

Observation c5766783-4677-4d70-86c7-d122d0976689 · outbound

This paper cites an unresolved cited work.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:51:20.490641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.199251Z digest=sha256:79603b45810bec2e90387076269f5978adc4fb2b4b7c8345bf69a83d06b2ae77

Observation cefad1d6-431a-4f5a-8fb5-1c7ee3fbcf45 · outbound

This paper cites Ehsan, K.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Ehsan, K

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.479415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.203001Z digest=sha256:ab38c5a94ae5ae3782a94e684d6fd74e2d464cb05707da11f4c399a829f11261

Observation e47800e6-d896-4ae5-ab11-8b2e347cde2b · outbound

This paper cites an unresolved cited work.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:51:20.468254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.207195Z digest=sha256:532117424888406aec1237851cdd1da4b0fc6dbc22ddfcf1282e8790244fd631

Observation 2c3db593-4bd7-457f-a34f-0b30279b2106 · outbound

This paper cites Gyevnar, S.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Gyevnar, S

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.456386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.211677Z digest=sha256:e13fe7d910eec734805c4f79e800b1f2321ca8c2f1da7db0ae907d683a644d94

Observation 198444f4-1de5-4540-859e-7b5b93eeacd4 · outbound

This paper cites Gyevnar, N.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Gyevnar, N

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.444476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.215780Z digest=sha256:ee54e395fd2454d72edf360eff543729a492ecd32b37a4971e86676d941b0f8a

Observation 3cc9dae9-a1a7-463a-8e95-8f6a7a3dfa83 · outbound

This paper cites Gyevnar, C.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Gyevnar, C

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.432400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.219553Z digest=sha256:37c691ea7882fb4d808027ab8ed54cb3b5de3ee903df89475838db4d38fba144

Observation 804827c7-479e-4c3e-9c37-14e4e233b33d · outbound

This paper cites Hitchcock.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Hitchcock

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.420749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.223385Z digest=sha256:514db872ca7293b21e6d6acf43177a94e6ac2c6ecaaf87a0349b0fbdef7d469a

Observation 3040317a-9c86-4f48-bbfd-3086b77f7084 · outbound

This paper cites Metrics for Explainable AI: Challenges and Prospects.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Metrics for Explainable AI: Challenges and Prospects

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-09T20:51:20.227282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:51:20.227282Z digest=sha256:9600dbc2c8d36e171e8755dadda973cc5530c508601b7c4ce7bbb9bde3bdcf38

Observation 8c704adc-c5e5-4aaf-aba8-8341b23f8774 · outbound

This paper cites Huber, M.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Huber, M

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.409731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.231563Z digest=sha256:7a9d52ab782aee1a81a8c52510afb659b0549c0cf61903a0518e07451e69ed7d

Observation ed3714b1-ee23-42b0-af2d-f84bd11bc0dc · outbound

This paper cites Karimi, G.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Karimi, G

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.397557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.235222Z digest=sha256:465d171876f858c967c17c1c3521518242949ff7b12a9d61be52c2c218a947b1

Observation ade45645-f9d1-4a38-b87c-3117b035cd12 · outbound

This paper cites Kirfel, T.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Kirfel, T

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.387165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.239160Z digest=sha256:bea10c99bd24998089d71434346986a94dee0bbb146fd52ccd56be0f6d476559

Observation 0abaa72c-d67f-4f08-8332-0d39649ca23c · outbound

This paper cites Lombrozo.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Lombrozo

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.376623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.242926Z digest=sha256:9b215f7a7fa4759dd2dbd607997890d1d26540c5ee18887dd6ce35e72a05a86d

Observation 6f0ca300-8b48-4e23-8b06-997ddff6c91a · outbound

This paper cites Madumal, T.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Madumal, T

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.364754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.246466Z digest=sha256:d415e8ab10c81716df1456d29fabc41b711849f827fe871801e23b7cbf65d414

Observation be507b8a-e487-4dc1-ab8e-f613c4765ac3 · outbound

This paper cites Milani, N.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Milani, N

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.352316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.251690Z digest=sha256:2437ab07ecce9f938f015324cd7d8da0acae78ce3f50858610de0630080f8b7f

Observation 923a37fd-6c15-4d56-83fb-34d5bf81a5ed · outbound

This paper cites an unresolved cited work.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-09T20:51:20.255647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:51:20.255647Z digest=sha256:f9f624790226241ab63aaccbf068bffa9b2d56b99d25953e21c38350ea604a15

Observation 21a479f2-fac8-4dc4-9c02-d7cfd0e88b59 · outbound

This paper cites Mohseni, N.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Mohseni, N

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.332475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.259471Z digest=sha256:0818038db9cb6ac8ec290ab32f0f866ad827d193e16951d24b2c524bc85f5c98

Observation 48162386-f530-439d-9666-b2313aed0bb2 · outbound

This paper cites Perez-Osorio and A.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Perez-Osorio and A

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:51:20.320484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.263293Z digest=sha256:b3735b60b3857a512032db4fb8dfac536ae218d04c235a9a298ff950d3192526

Observation fae1bfe9-7bd5-4d52-b58b-92c7d0ca32f5 · outbound

This paper cites an unresolved cited work.

Objective Metrics for Human-Subjects Evaluation in Explainable Reinforcement Learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:51:20.308592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T20:51:20.267397Z digest=sha256:cb6667c4a7ee896a7335a13569932da856dc87738cd3d9069c6cba888a1ac32f

Pith citing papers

No inbound Pith citation observations are available.