Paper Citation Record · LEDGER

Exploration by Random Reward Perturbation

As of 7 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2506.08737.

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

pith.paper-citation-record.v1
2506.08737 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:08:00.158732Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:53:25.562823Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:53:27.229977Z

Reference resolution

65 of 65 outbound references displayed

verified exact4
verified fuzzy19
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 12dd3d4c-a43b-43eb-9e7d-0e74d0d44300 · outbound

This paper cites and Goyal, N.

Exploration by Random Reward Perturbation and Goyal, N

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T05:07:59.914798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e21918-2959-4b15-875b-56a0dbff9da9 · outbound

This paper cites P., Sprechmann, P., Vitvitskyi, A., Guo, D., Piot, B., Kapturowski, S., Tieleman, O., Arjovsky, M., Pritzel, A., Bolt, A., et al.

Exploration by Random Reward Perturbation P., Sprechmann, P., Vitvitskyi, A., Guo, D., Piot, B., Kapturowski, S., Tieleman, O., Arjovsky, M., Pritzel, A., Bolt, A., et al

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:01.045988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1f0cccc-81a9-4ca6-ae22-d3c0d3d1e94a · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:01.035415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08684108-f25f-4cf8-9140-8960f338b513 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:01.023664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation becfe8ed-d122-4adb-a80e-ea3b01626327 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:01.013212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f10383e2-e61d-45b0-b42e-819bec3eaef2 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:01.002499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f8dac081-2bb0-4f53-84ad-1743d68081fd · outbound

This paper cites J., Lee, S.

Exploration by Random Reward Perturbation J., Lee, S

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.991366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e1b703ee-b015-46bf-82ff-8ec385a13477 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.980169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72d9d590-9d19-4e81-8a68-8182b8bd6124 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:07:59.948231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2aa546e-f02f-4124-824a-6c104f9bbef4 · outbound

This paper cites Exploration by Random Distribution Distillation.

Exploration by Random Reward Perturbation Exploration by Random Distribution Distillation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:08:00.459145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c5ffc19-d1be-4a1f-82b1-d55230e44de7 · outbound

This paper cites G., Piot, B., Menick, J., Hessel, M., Osband, I., Graves, A., Mnih, V., Munos, R., Hassabis, D., Pietquin, O., Blundell, C., and Legg, S.

Exploration by Random Reward Perturbation G., Piot, B., Menick, J., Hessel, M., Osband, I., Graves, A., Mnih, V., Munos, R., Hassabis, D., Pietquin, O., Blundell, C., and Legg, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.962159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e92b61b0-6a2c-4888-a872-dc260e827561 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.951750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 899edbd4-b69f-443e-9c11-7895181a5b0b · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.941804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b22fa32-48cd-4e65-b965-7988b0af9be7 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.932030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5f3ffb20-87d3-4c8c-afaa-4b98e3556657 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.922240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 304c1072-e23d-4cdb-8f95-8e2cb400783e · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.911551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c794d94e-c979-44d1-8995-d74fb59dba58 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.901837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1857f2c-e4cd-4387-b873-6000a87f2049 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.892088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc297b6d-6688-4f7c-8894-99172d97a2cb · outbound

This paper cites H., Hegde, N., and Schmidt, M.

Exploration by Random Reward Perturbation H., Hegde, N., and Schmidt, M

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.882437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 27efdd8c-a72b-4056-a956-d073e4f5616a · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.872740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 407df1f2-a739-47fa-a3cb-21d33a95ad2e · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.862634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e6645013-950a-4053-8432-b420f9ac5b7c · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.852356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd588b63-67b1-4dd8-8fab-ed07c198fd80 · outbound

This paper cites Perturbed-History Exploration in Stochastic Linear Bandits.

Exploration by Random Reward Perturbation Perturbed-History Exploration in Stochastic Linear Bandits

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:08:00.445331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12ea2c26-9854-4bdf-859e-c4e86a251893 · outbound

This paper cites Perturbed-History Exploration in Stochastic Multi-Armed Bandits.

Exploration by Random Reward Perturbation Perturbed-History Exploration in Stochastic Multi-Armed Bandits

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:08:00.431571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fef77dd0-bb3e-4b26-8a78-29c053cb0ab0 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.842075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 91731488-8160-4da7-bad5-646b109fb074 · outbound

This paper cites D., and Russell, S.

Exploration by Random Reward Perturbation D., and Russell, S

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.831124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e27da0d8-34ec-4106-bfc8-c01fbda6ccb0 · outbound

This paper cites Continuous control with deep reinforcement learning.

Exploration by Random Reward Perturbation Continuous control with deep reinforcement learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:08:00.019448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53ab1e25-69df-411c-85df-cf99805e2f17 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.820368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a9fbb5d7-ed26-473d-b406-91589086b984 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.810641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26f43fb9-2f7d-405f-a801-c95baee9a80f · outbound

This paper cites Y., Luo, Z., Vo, T.

Exploration by Random Reward Perturbation Y., Luo, Z., Vo, T

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.800775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b3926b8a-1b21-40df-a174-4194b10f063c · outbound

This paper cites V., Sima, K., and Leong, T.-Y.

Exploration by Random Reward Perturbation V., Sima, K., and Leong, T.-Y

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:08:00.403539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 16578011-a1fd-4235-a8d0-70c96211d841 · outbound

This paper cites V., Sima, K., and Leong, T.-Y.

Exploration by Random Reward Perturbation V., Sima, K., and Leong, T.-Y

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.790607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 742820bd-ddbd-49a5-a769-e794457bf564 · outbound

This paper cites V., Fu, D., and Leong, T.-Y.

Exploration by Random Reward Perturbation V., Fu, D., and Leong, T.-Y

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.780145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d911499c-2e74-4ee3-b719-42b219e2fa1a · outbound

This paper cites V., and Leong, T.-Y.

Exploration by Random Reward Perturbation V., and Leong, T.-Y

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.769700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 087c04a2-d23e-4a38-a884-79ba9858867f · outbound

This paper cites V., and Leong, T.-Y.

Exploration by Random Reward Perturbation V., and Leong, T.-Y

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.758960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78a3b438-365b-48bd-ae55-ee2c236b71c1 · outbound

This paper cites C., Bellemare, M.

Exploration by Random Reward Perturbation C., Bellemare, M

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.746761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 651417e8-8f1a-427e-8ff4-6a0422950c1a · outbound

This paper cites S., Everitt, T., and Hutter, M.

Exploration by Random Reward Perturbation S., Everitt, T., and Hutter, M

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.732790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 536394af-37f4-4705-b3ab-d62a360d6c48 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.719639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22fa452b-a86e-4e5a-b071-60d4038ffc58 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.707527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6997ee46-d009-4f79-844d-c1b404fdc8e0 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.695747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76582e8e-9d4a-40a8-8435-ef7f285366a5 · outbound

This paper cites P., Mirza, M., Graves, A., Lillicrap, T., Harley, T., Silver, D., and Kavukcuoglu, K.

Exploration by Random Reward Perturbation P., Mirza, M., Graves, A., Lillicrap, T., Harley, T., Silver, D., and Kavukcuoglu, K

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.684165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9c21d3b-baaf-4499-9b31-748589044285 · outbound

This paper cites A., Veness, J., Bellemare, M.

Exploration by Random Reward Perturbation A., Veness, J., Bellemare, M

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T05:08:00.078575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d732b556-0a58-40db-bf07-7718cac307d3 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.667701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 638c050b-a549-485b-b976-d388ba6d1f9e · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.656764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 400026c6-c033-4032-906c-7f8bd13fa985 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.645701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8714cf35-df1a-450b-99ca-3cd49d597cfb · outbound

This paper cites G., Oord, A., and Munos, R.

Exploration by Random Reward Perturbation G., Oord, A., and Munos, R

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.634186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41d39c91-2a6c-460b-b81a-b8bdd3b39abe · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.622608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02b6c3a7-d18a-415a-b3d3-c96995b00cc4 · outbound

This paper cites A., and Darrell, T.

Exploration by Random Reward Perturbation A., and Darrell, T

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.612739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec0cc28b-c245-4127-8c02-4fa14408056c · outbound

This paper cites Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research.

Exploration by Random Reward Perturbation Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T05:08:00.102030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815b2a9f-44bf-4941-be75-2d914a1a45ee · outbound

This paper cites Y., Chen, X., Asfour, T., Abbeel, P., and Andrychowicz, M.

Exploration by Random Reward Perturbation Y., Chen, X., Asfour, T., Abbeel, P., and Andrychowicz, M

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.601899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7a9a3b8-580d-4662-a7ac-1cb0313101f3 · outbound

This paper cites and Rockt \"a schel, T.

Exploration by Random Reward Perturbation and Rockt \"a schel, T

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.590796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a426f7ef-5775-4f00-ac03-86e46f7fb6ad · outbound

This paper cites Proximal Policy Optimization Algorithms.

Exploration by Random Reward Perturbation Proximal Policy Optimization Algorithms

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T05:08:00.113497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c56b5cd-72fe-4b7d-9c68-b961ddb319a2 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.580872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation feeb4f3b-ef4a-4c81-be3b-9660c1ce6461 · outbound

This paper cites and Sakashita, Y.

Exploration by Random Reward Perturbation and Sakashita, Y

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.569235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ba00863-fe82-4ff1-b109-bf9d4894d800 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.557835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b217f99-d02b-42af-9434-1f761fb94395 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.545778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9c6e44c-da04-48f6-9ab7-562813e51d7d · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T05:08:00.131038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f5a9822-709c-492d-a2ad-974e59b6a119 · outbound

This paper cites S., McAllester, D., Singh, S., and Mansour, Y.

Exploration by Random Reward Perturbation S., McAllester, D., Singh, S., and Mansour, Y

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T05:08:00.134303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8bf786-7a16-4dcc-8975-aff67336b49c · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.520728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f45614b8-d223-4f5b-8e62-c05642c1ac96 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T05:08:00.141467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd45de53-6317-4888-9b23-63ccb7339b0b · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.504382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ff0a8eaf-025c-45dd-b85d-07ae67ac52e9 · outbound

This paper cites Gymnasium: A Standard Interface for Reinforcement Learning Environments.

Exploration by Random Reward Perturbation Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T05:08:00.148426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27df9140-55e8-40c2-a769-384dc4578776 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.493797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6755983f-b948-47f7-8fc8-13b28d254938 · outbound

This paper cites an unresolved cited work.

Exploration by Random Reward Perturbation Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:08:00.482136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ef1741a-4a2a-4886-8f72-8ebcd1dbda3c · outbound

This paper cites E., and Tian, Y.

Exploration by Random Reward Perturbation E., and Tian, Y

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:08:00.470545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation da722b44-fe70-4368-81b4-8a4988b8d835 · inbound

AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization cites this paper.

AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization Exploration by Random Reward Perturbation

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:53:27.315138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.