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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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.191421Z digest=sha256:c01b26befe8d51ba19b84a11d7268a4b9a2b6a1d3a473d55f7102b8630011301

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.195327Z digest=sha256:dcbaa2328d009df0f9075b20fd2022047475812caa45c87db113629ffef235fa

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.199251Z digest=sha256:a1e55518a4be29aa3026498175f53c9cbbdfce3bd8f78312f945b74597d9e2b0

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.203001Z digest=sha256:43d43c67abe8d7c661795705c1367974ab558d5a011b3459cf8cb5bedd3dbb6b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.207195Z digest=sha256:f9984abdf96326483e8119a93a338cf46f081da4bbeda3cc3c0ce76c26c27ede

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.211677Z digest=sha256:92f37abc94f14bc8d9ac11386ed226433147a7ed9dbf67c07ca4e327545aafdb

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.215780Z digest=sha256:e9ffc03facfd0d5e495e4e01679a73377862c2fa7a1dc0778ab08a00b65383b4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.219553Z digest=sha256:93a670855dba982d4dfdebca01ac5408f534b82b8acba1f684876780414ed107

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.223385Z digest=sha256:8001d94995bc60033714c2bd14fe07098dd9f40a4596851691a386033fd5ce9e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.231563Z digest=sha256:45afbb794ea8ed44885aeadf765a90987be87603ed6c6550a8623b284e5f4531

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.235222Z digest=sha256:0ffb945c21418bfe9960c9bf5a61d0af3ea18481c2919ff6a3ed9a7dfd3a2cc8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.239160Z digest=sha256:8978b4146b10075664e5e5bc824ccd77f28423d80f941c82943ba7e196c305af

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.242926Z digest=sha256:3d4687ec2d8f26140591adb83be8309a614654daaef74881eb535b56d34fa157

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.246466Z digest=sha256:f892b3db137391cd883df0a7201a2c404fd963cf9e0e2640d588ed0c43a94833

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.251690Z digest=sha256:aa3001559cc867f83d9157e8970be2c1152da3317023b1a2014b98aa08f038c7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.259471Z digest=sha256:c56817945b793ee01f625e0fbabefbdcbbfb70abfa35a5b53bad8e356cbf5325

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.263293Z digest=sha256:dd08cdc498c9fc865f584c2639363868e5536d69526d52a435e5fe19703ab50c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T20:51:20.267397Z digest=sha256:082efbf0c2b043f3d4b8f68a36846619f91aece70e0885a13cc6aca69dd006f8

Pith citing papers

No inbound Pith citation observations are available.