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Paper Citation Record · LEDGER

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning

As of 19 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 1 inbound Pith citation observation for arXiv:2506.23960.

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

pith.paper-citation-record.v1
2506.23960 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:32:59.467161Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T05:23:18.759046Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T05:23:21.579833Z

Reference resolution

68 of 68 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved67
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c3af29c3-2f58-48d5-95d8-38c3204a4581 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.060130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.060130Z digest=sha256:ba462ac56228eb8d00f49b1342efdcbe814d2324b1b8f2931d377dead771d813

Observation b946bb6a-e931-4330-992d-caddd1f94838 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.067175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.067175Z digest=sha256:673340e5af753e05cad777c5028c43f677abf153ac9f8ca005f62173b84cb054

Observation 65ad6e36-267c-4be8-91cc-fb72596b30cc · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:01.346699Z

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.

source=pdf_text observed=2026-08-06T21:32:59.072741Z digest=sha256:375322b5c4b36821ef0cf653238fcbe274bf0c8978359b492c0fe13d1d957cdd

Observation 1c1b938f-49c4-404f-b3c9-ee948b57dacc · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:01.163513Z

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.

source=pdf_text observed=2026-08-06T21:32:59.078513Z digest=sha256:72650cef0373d1c10002b2110998f6aa797e28837239e42353e97df7fc5b29d3

Observation 3cd1e0ba-62c0-42f4-922f-e440172191bd · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.999057Z

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.

source=pdf_text observed=2026-08-06T21:32:59.086637Z digest=sha256:9714d297101f03d13915a6f0beae42e60c27acfa8d8d1efc82d6eff2f4c1d51f

Observation 80ff87cf-0de7-47c0-b2b5-f96b11cfe09f · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.092557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.092557Z digest=sha256:19de5947d8cc7f41e3f5883b7071420e6931e2be81039a670ccd7380673b9121

Observation c1081727-471d-4b00-bdd4-5f37e41c6ccc · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.773214Z

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.

source=pdf_text observed=2026-08-06T21:32:59.098317Z digest=sha256:6e59d293c45777876691f27663c88cb0a7c8c685b2a1f4a4c12a04930870fd41

Observation 9fcd6c93-7eef-481c-b507-ece1a81a348a · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.103145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.103145Z digest=sha256:f4c06f45b23e400d8531dff0776b2964b9d4d75e63e47b407998776b37885809

Observation 01f3a2f8-64ad-4e8d-9ada-94a6f9e7b6bd · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.107906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.107906Z digest=sha256:dffab0c10e2bed76ad9f950b9521d57b90d026f481d76adcff1b407bacad50fe

Observation c0716f57-4ee9-4af3-b1ee-83cb34934f8f · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.112527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.112527Z digest=sha256:0224508cf7437910577aec708b53a0f24e0194716b2308f8ce2cc9bf17f0846d

Observation 19b5060c-3917-4848-9fb1-a7a90226782a · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.117437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.117437Z digest=sha256:2506f6af6f06157df8d13f7ed018362f0f00f70b3e7ac57f63c60d2727fa5bf5

Observation 81172e79-8b87-46d2-9b33-e83a025f1fb9 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.122273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.122273Z digest=sha256:b4f1be1b8b9c0e48f0d307d06d065d3ae4b883460a8fa8380c1e0c7a2e5c3eb1

Observation 3259aebb-3cfa-4c46-b9cc-75835557b2d9 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.126912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.126912Z digest=sha256:c12882b9c68ef51deecc8b11e2baf6a6d975df7d4da4ddc9dc1bccbc4365db60

Observation 22b2a535-a6f2-45c8-a69e-5a517eab7dfe · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.131586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.131586Z digest=sha256:b6bdcda5f2b87d2b1cdf221d53ade5df516937c812431f0367f9fcc0bcbf0afd

Observation 46423ba6-cc21-4ccc-acc7-8fb12ccf58cf · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.136332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.136332Z digest=sha256:3ca111cd098354937d88a72900479dc1af74671855224d6c42727fcf877df5c1

Observation 87d24646-7cca-4cb5-96b3-c89600a8ac99 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.140861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.140861Z digest=sha256:2f336d9a0a55c89b7c6ba96198e8227ef909739e3cddb2faa890212a40d2ec48

Observation 9aa9d800-11df-4603-ae4b-e4af7ea754cf · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.146370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.146370Z digest=sha256:846802427bd860ce3b71820446cdb05afd53dc1be6bcbcb55cf475a96d279d3d

Observation f3e13afd-68f1-4d8f-a1f1-7e12ecb3c72a · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.550678Z

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.

source=pdf_text observed=2026-08-06T21:32:59.151257Z digest=sha256:62626583dd40c53a906af08153659cdd9c2f0e2fa5eff147ae6266f820b6ada6

Observation fbb3906f-a5fc-4156-9f03-28dc86624b1d · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.155415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.155415Z digest=sha256:6cb85e0b5711d69197770c48fb64ca5b79347c57484304e3d8f6030bf64a8375

Observation 59ef0c15-1b72-44f6-8905-c3debca80dd5 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.160590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.160590Z digest=sha256:4e16e5ca2cb871bc87408690f4586959391796538474850e61adc788296130ff

Observation e4a658fe-2276-43c1-8916-8b59ca84da8b · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.165402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.165402Z digest=sha256:4b86435e9aae7148d8fc30a37a50b78987bfb8d9626dadf4904438c2019a862c

Observation b4e151ce-f1cf-429d-a709-01dfc45542b6 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.169641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.169641Z digest=sha256:91bde90060b1504a0420bcc80e4b15f56307eb2b909c6e75910da3fe15cf0269

Observation 7ff5952e-d6b6-4e8d-a10f-ad4013de2d3f · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.174645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.174645Z digest=sha256:075127e6da201a3bf6075a778423bd4c773ef0077b09be131bd92d9deedbb829

Observation d4c86710-fd06-4746-bb63-2cc071645d99 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.421226Z

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.

source=pdf_text observed=2026-08-06T21:32:59.179374Z digest=sha256:483687eca12adfa532b68abaace1bdee7965c7038f0bfa7fe4b11ed79e8d2de9

Observation 991fa41c-50d1-4aab-b452-bd9a7ac4bc46 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.184043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.184043Z digest=sha256:66180a784af4f91925b84d027d11df5af667f35f0b9102f8290179f37445afe5

Observation ef4904a8-9318-4715-ab5b-81970704160e · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.190760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.190760Z digest=sha256:72afaedfff483c8e512f4ccb3a1fcd79eaa8a8cb9e9c850f3cad10fec673d104

Observation 1e7bcb5f-be59-40f9-89e4-0689df62a02b · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.196897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.196897Z digest=sha256:13a0acac47aaacb17f1fce59bf13c139a1ee4e19f735222349f053d040600948

Observation 4abe1466-e972-4796-adeb-70f3bcd88fc9 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.219727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.219727Z digest=sha256:a2bcff922bc7e6cdf87abc98a24a594abc8847ace05309fd85c6450697fa65cf

Observation f6b417eb-6add-450c-b265-9e6a09fc50cb · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.224909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.224909Z digest=sha256:9db00c649f58828d8f7e7320bab7a24fc7dcd6f0f0ab93eb7b6249a3fead0a4e

Observation d35f60b6-1563-492b-849b-1da2241bf30c · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.293843Z

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.

source=pdf_text observed=2026-08-06T21:32:59.231338Z digest=sha256:e508d123cda09925e34eafce4f1062c4d1e47b874283786ce5817c2d6f0d1533

Observation f5c76411-1a8c-400a-bedd-22e984c3e5c9 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.238267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.238267Z digest=sha256:711825179be513d81b9dcaa2d6f9ec027e188e973cf3d03a231b593fb669d01b

Observation 766ad581-2b1c-4940-a1f1-1b9f3ab660e4 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.257607Z

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.

source=pdf_text observed=2026-08-06T21:32:59.245426Z digest=sha256:56eae9420d0ca695c69b1d57009eb3b3b634ec486cceb263376e3e59cef69ee4

Observation 454ad6d6-e57f-4206-a52c-fcea5771a0af · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.250742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.250742Z digest=sha256:f26b84f6d5668c5ea3941c7d7a556c2bd248ea3e4630a8bb1c897cd1fef2674e

Observation 55b6c967-110d-4f47-b697-540ae2d7f5cf · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.216582Z

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.

source=pdf_text observed=2026-08-06T21:32:59.255380Z digest=sha256:99c78f5b9583c0ff6681efa1439b1686ad338f647eb7739a889b133ee42b37d3

Observation bf234faa-b454-4db2-999c-3e158dc27773 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.194926Z

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.

source=pdf_text observed=2026-08-06T21:32:59.261675Z digest=sha256:8a7468fff586a36f6dde36175cc16c09477098440a81ee0447e23d5f587203cc

Observation 10151961-8963-4d50-9b9f-2761a510222a · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.172616Z

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.

source=pdf_text observed=2026-08-06T21:32:59.269280Z digest=sha256:5277311afc272613f611a4b21d4cae3dda831e64b395d303a561e8984feec10b

Observation d15e77ac-dd4d-413c-b8f8-023bf51ae3d2 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.275549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.275549Z digest=sha256:5195921325dfaf64574511c911d13d46e49c3fbf95ef8d71597a1d38f318c530

Observation 702afc3d-6af9-4559-b7d5-ea8f3629e490 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.281183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.281183Z digest=sha256:a2018431932ba4b3845fe0bf3c8701e7643b566a337a77c698c6cbaae7151d20

Observation c6c53fb5-02f2-4c9f-a7c6-295432eb98c5 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.287595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.287595Z digest=sha256:6181390b178a3230bf6fc28e29609693d47fb71805c4ee7b28fc7548af886927

Observation 73788232-8cc5-4674-8c48-43f3a54ed484 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.293874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.293874Z digest=sha256:765c9f44fd70aa65eb2f13cf5c2f1e35a674dec119fee002b88dfb5163f70511

Observation e750ec4c-1c2d-4637-baee-3bb352ef7ed7 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.111490Z

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.

source=pdf_text observed=2026-08-06T21:32:59.299663Z digest=sha256:5467d906e7272ba857a12f9410cbfb6f0b87709787a1768b3190f9077f1177f5

Observation 324ebcb0-dd74-492b-a16a-e24e70404501 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.305839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.305839Z digest=sha256:62de5011f1a34321ace4102b5ac42c31b3c9b7e7f6d73743b5317263edeba493

Observation 1b3b006d-e6ac-426b-8709-99e9aa88dc82 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.073268Z

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.

source=pdf_text observed=2026-08-06T21:32:59.310948Z digest=sha256:5defb3dffcb4f6a0c7e339965488d891b982833c0f83ce3726d876f1c29fb989

Observation 2ef82a2f-e800-4475-8958-a59634b752ef · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.052345Z

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.

source=pdf_text observed=2026-08-06T21:32:59.317893Z digest=sha256:55bdf70152d669ef4eeb08173985d190daef9a0c133f49e9e7e72f46cef9c94f

Observation f894683b-b02e-4205-b755-f9384b9cafb4 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.033534Z

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.

source=pdf_text observed=2026-08-06T21:32:59.322464Z digest=sha256:ca3355dbabd10a250063bff727c5307fd1b259c1158034c72ce262e81b0db852

Observation 28504133-0f30-4a4f-a034-36d82f68062d · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:33:00.010533Z

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.

source=pdf_text observed=2026-08-06T21:32:59.327520Z digest=sha256:95442f4152fe6cbf7714912e267f3e2677ea7b5ec8b1ad506b7627197a4c1c7e

Observation b66ab9fd-a9f7-40cd-bed1-a26c245c737f · outbound

This paper cites FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:32:59.550785Z

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.

source=pdf_text observed=2026-08-06T21:32:59.334034Z digest=sha256:fa21d22a11b692dcd2798526f30d6e4eb1eadd33287c741da0c63ea36541c27b

Observation f05cb523-3b04-49f2-83d6-4419c8065fa5 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:32:59.986547Z

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.

source=pdf_text observed=2026-08-06T21:32:59.338741Z digest=sha256:5bfe25e43be43c6ab1fc10e7a2324edbb5ff9f4205534645a61b1e5e2b67de4d

Observation 3d28ba94-2fda-49f2-b250-ffb2823bea1a · outbound

This paper cites Moral Testing of Autonomous Driving Systems.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Moral Testing of Autonomous Driving Systems

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.343543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.343543Z digest=sha256:9a434ad323a84321bb548c9d8a74da2b17d6a615644871a0027685b0725abb1b

Observation a37d9b22-bd0b-4362-9c0b-593707438c59 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.349599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.349599Z digest=sha256:fb22e72aab6910c3966d32ad0c83aadad0817b15dc5cbaf296264ca83097c48a

Observation 8f44a6d3-05b6-4087-a954-488df48e269b · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.354372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.354372Z digest=sha256:9e89786813b052144e2949d4049a88c5ab37ba352053d9a0f9da739356f82cae

Observation ab652717-e11f-418a-a009-6307727ebcd5 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.359618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.359618Z digest=sha256:33f03963da7771d6f039aaa8246045a6e2a1fc75c9a93208a75997933ee665d2

Observation 4899514e-1130-4d6d-a761-a0750aff3b6f · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:32:59.913175Z

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.

source=pdf_text observed=2026-08-06T21:32:59.372248Z digest=sha256:73da01471690f069eecef5683ce62544e1708ca2bafe09a1e5f4df4e9d11d92f

Observation f5369d8d-ebe4-44f8-86ad-f68df2c628e8 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.377926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.377926Z digest=sha256:6b186bd651d9a1b32cd238cd681bb8faf4e84e87dfc417a450cb0f15e6df78cf

Observation 779182be-3815-4d57-80ea-dcef8cd980cb · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.384720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.384720Z digest=sha256:9235ae3bc554812630353f98ce50039518f83c59ba643506f9fe02ff0acfc497

Observation f24b82c8-e149-4381-958c-37f77c1a0bfb · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:32:59.873813Z

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.

source=pdf_text observed=2026-08-06T21:32:59.390316Z digest=sha256:2cb9eb6706305b7c0d14693dd858b53dad719ac0a491add7c3500293e0f78b07

Observation 71c7335f-95b6-4990-b1cc-4f31f8d70ad8 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.396599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.396599Z digest=sha256:061eb72da7bd6c99084ba9d71ddc5b051eb2555ff786fe8471da3527c23e7f28

Observation eaaa1db8-bc57-4c14-b7ae-f4d66c553df8 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:32:59.842167Z

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.

source=pdf_text observed=2026-08-06T21:32:59.405278Z digest=sha256:94f0f424073239d6b4f69cb1b03934f25df4d32842f9a663a952fbb1f9479a09

Observation 73d6cc7e-0eeb-40b5-bde2-47f8b24665d6 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:32:59.821486Z

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.

source=pdf_text observed=2026-08-06T21:32:59.416293Z digest=sha256:53d913fb8b8946ab0c2bd46c8f9a48c2a6f53689cd474eaa4f12ae9e872febf7

Observation d5431580-960c-4eb0-97f7-1dcba36aaf93 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:32:59.803236Z

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.

source=pdf_text observed=2026-08-06T21:32:59.424327Z digest=sha256:0823b0c834dc96fdb91706f92fb33bd5d5eb985741857502e516a532fce0f9fb

Observation 83e40ce0-d710-4cea-8e6e-30cde629b398 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:32:59.785134Z

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.

source=pdf_text observed=2026-08-06T21:32:59.430498Z digest=sha256:eb5fe62dc3dc664cd1873080db716e5dc13656089dd86326cb9a28e0016c546d

Observation 83052566-cd65-40b5-855e-585df372325f · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.435765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.435765Z digest=sha256:cdc8d53c457bea53dd8237d1ccf965fd459ea93b359f3fdc81c9f5a164e81f3b

Observation 715b3d89-5e5b-439a-b5f6-84a22c368838 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.441512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.441512Z digest=sha256:7df2cec87f930b41c147a4281aeae9c2523a84d63277af736001e41a4534c43f

Observation d4b524f5-0756-4406-9151-d9ed506b0956 · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:32:59.730568Z

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.

source=pdf_text observed=2026-08-06T21:32:59.453997Z digest=sha256:149c5316c6d90693506b99cf7eca4ba02adba08e36b11f16f051fbe09d3c0a3b

Observation 85971bdb-a748-46fa-8ed4-b3c73432ef41 · outbound

This paper cites In Proceedings of the IEEE/CVF international conference on computer vision.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning In Proceedings of the IEEE/CVF international conference on computer vision

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.447876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.447876Z digest=sha256:2ce0f6c745772ca32e3b5e86e278492d5afa937fa02f62458fa63fc1cc4749ff

Observation 4fe27a3a-0e8d-4cc8-ade2-82ac91f056ac · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.467161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.467161Z digest=sha256:b9afde71513bc661145407b323d654abe3d2cb8a67baddb7322b221515b22d3b

Observation fa3e36f3-e6b7-4058-9cf6-312b56ab9cce · outbound

This paper cites an unresolved cited work.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.459305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.459305Z digest=sha256:c17d5b09d262d40cc798540aa1c95a56f8c3deb549640d531ae18831bc020bcc

Observation fc9bf6a8-fdf4-4ca1-b38f-d2f8ea25d6a9 · outbound

This paper cites In Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering (ASE).

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning In Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:59.364876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:59.364876Z digest=sha256:c9a98480f95e548292d088550110e6793679f44567b2481d6ed21c83f0f7faa6

Pith citing papers

Observation bef0ba95-c34e-4eb9-8bfd-70e4d9a35268 · inbound

SafeAlign-VLA: A Negative-Enhanced Safe Alignment Framework for Risk-Aware Autonomous Driving cites this paper.

SafeAlign-VLA: A Negative-Enhanced Safe Alignment Framework for Risk-Aware Autonomous Driving ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-20T05:23:21.582456Z

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.

source=pdf_text observed=2026-05-20T05:23:18.759046Z digest=sha256:20cfd4c53891642761e760ef4bc44acb9d39c67fcbc9caaca009ad52af89a42e