Pith. sign in

Paper Citation Record · LEDGER

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search

As of 21 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2603.16842.

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

pith.paper-citation-record.v1
2603.16842 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:03:38.425594Z

measured 37 of 37 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

37 of 37 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved37
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0312ce7-fd0f-49d9-b889-8e92ba883270 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:34.246365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:34.246365Z digest=sha256:6152a92ad6381649e3d881221dc3b04e6adc5474ec77ceb8e01bd546127c53d1

Observation e26f42f8-26bb-4aa6-9406-d37aa4ee45b7 · outbound

This paper cites Lecheval, E.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Lecheval, E

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:34.388541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:34.388541Z digest=sha256:f3e6c9241730b296c2669d69dc1c2a4c84e0944237f84cd5b609bf35d487d172

Observation 2b3f3bbe-3e76-4655-a49d-d0d1ce5da1a5 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:34.584972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:34.584972Z digest=sha256:528c1eb685803609bc68a5d04a6c65394a7bb102ff36f044915d8d21c52ab605

Observation c8d1c48b-b338-4407-87f5-bdab01f11901 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:34.696355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:34.696355Z digest=sha256:531d0bce0396fd55999aa303a43532e46f513d411694473d53048e4806c3db8c

Observation 032d44cd-2ac7-4e52-afe6-7bbdc2bda60f · outbound

This paper cites Montanari and R.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Montanari and R

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:34.815718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:34.815718Z digest=sha256:4e5927050c4894894f5c45cf98e251b781e82b488b82a8ba8ce8c5ccea1e7aa6

Observation 282d3659-8965-44c7-8eab-85d7f094b0dd · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:34.909971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:34.909971Z digest=sha256:4dcc331b84ff2613ece3a6b887ca21f776a75c4ee49c6599c0b9811e12118839

Observation b00cb7d3-0608-47ec-b868-70676e636ef1 · outbound

This paper cites Ninio, Kinetic amplification of enzyme discrimination, Biochimie57, 587 (1975).

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Ninio, Kinetic amplification of enzyme discrimination, Biochimie57, 587 (1975)

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:35.016227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:35.016227Z digest=sha256:d93fb04b0b724ac53ca835e8ad42104e0089c389cd49234e15d261f393f32852

Observation 4a927fdc-079a-47f7-9e55-f3d52d3252d6 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:35.161163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:35.161163Z digest=sha256:7a6dfb96da7fabf0d8dd30cf4cc3e684fb09bd5921a0ce17532ee83ca65dafd4

Observation 3102bb55-428b-415d-93f0-ec7e187301e6 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:35.304122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:35.304122Z digest=sha256:11f87c0b4125d249d9570b98aa24d7bec12e9141bc98ea57ded93733a5267154

Observation c10ee561-78ad-47b8-a74e-4058f935fc0a · outbound

This paper cites Gupta and A.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Gupta and A

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:35.491687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:35.491687Z digest=sha256:149779d2845c3cc36a769dbd6d1b79c8d3f89661aade8cdbe6b8258b98514e9d

Observation 9d972adf-6cfe-436a-b177-a81889ca4feb · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:35.635107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:35.635107Z digest=sha256:2528d67b6736ef7e621a9c447e76f45532c1eaa395f642f8934a0abe26bce9ab

Observation c09a9720-38a1-4bf7-a5a3-5a0111f1becd · outbound

This paper cites Pal and S.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Pal and S

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:35.769225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:35.769225Z digest=sha256:ce0ca2c1a49459f9d6a8b66810c5f153e49e3bd319c5680cbcce3cca6134ef29

Observation 988328b6-f25f-43c0-b052-e70a0a61b64b · outbound

This paper cites Kusmierz, S.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Kusmierz, S

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:35.897171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:35.897171Z digest=sha256:47fc90d565cb234130629598b6fa13e5769c0d51d7c4dc206d24a1b090d6e775

Observation 0bdfca68-8dee-401b-9aa1-47d88606cc90 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:35.982457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:35.982457Z digest=sha256:c92dfa72e31a85bc6c622a7d15ff252b8ca0d6422d917bc748913a8d5fe5ea7c

Observation 315115a6-9bf1-48a8-95d8-45f5f0a45989 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.080321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.080321Z digest=sha256:52c581cbcb433d71b96cd4ce55d57deb3f02f15b893d094fc37b053d17c148ab

Observation 56a0f1da-9d0f-44e3-9d46-8a17626ef264 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.202116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.202116Z digest=sha256:04b1c81708f5b03d76d037297a1448e3fae1dd49d3c4b76256631b800a0f7975

Observation 10b2171c-debb-4bf2-8fb0-0ac6d692be75 · outbound

This paper cites Falcón-Cortés, D.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Falcón-Cortés, D

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.303682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.303682Z digest=sha256:a1eb0dd9932dac73fe1aabc25052b1a4e2310f0085ed1221f9e6aafb503dc3b3

Observation e957d159-1f3f-4eeb-8825-8c773a6941b3 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.371255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.371255Z digest=sha256:60f55f6e20279fb485265cde0a6b5ebea7349553a83fa306f7d9ee0dfe089ac7

Observation e792ff72-5a40-45b6-ba0c-09406d3fa39a · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.467796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.467796Z digest=sha256:b61bb79d8c74ed9214b40cf8bb11b2a336eeea6e7d1270e30e2040a1d9bd30e5

Observation d4afdd4a-cd3d-4282-99ac-4ae4ad845f74 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.560339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.560339Z digest=sha256:cd1850e84dc3fb3f8949f234657a567c5987523779c3abd114799b0b823ef31d

Observation b83054fa-5b90-4145-b0e4-bb19907fb835 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.620530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.620530Z digest=sha256:001d9a2b0c22701c70521eb553fd33ac380542e765e7ed22b2e0b4dd733624c1

Observation 0c637383-4b97-44fd-ac30-ef9eec6ed283 · outbound

This paper cites Belan, Median and mode in first passage under restart, Phys.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Belan, Median and mode in first passage under restart, Phys

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.719459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.719459Z digest=sha256:18cd3f47d74706945690b6d627fd4fb2db3887835254f1532c1e4bdbd8631276

Observation 19bb0216-2bfd-43b1-ab84-591e530f177e · outbound

This paper cites Burda, H.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Burda, H

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.817868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.817868Z digest=sha256:d1b18678cf4d96992e51b92df9f763659e14ea05c9a34abb871f6b86441151be

Observation 46b5c4c9-a988-42a7-bbe9-43657752303b · outbound

This paper cites Ecoffet, J.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Ecoffet, J

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:36.924512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:36.924512Z digest=sha256:e7d69306ff5293235bf8f06c9e4b2d75bb12a223ae0f250ba5b5f856573f3582

Observation bf49311d-900f-4d57-bf32-47837993b4ef · outbound

This paper cites Eysenbach, A.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Eysenbach, A

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:37.081115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:37.081115Z digest=sha256:3761d86daf7b8bf5c8555f796016a11f455c189cb2f13a3a79e942684934caa8

Observation 0fa2b5e7-1ac9-483f-8865-f813874c2e65 · outbound

This paper cites Osband, C.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Osband, C

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:37.169219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:37.169219Z digest=sha256:62fee94b683d587d0a76bf3d373899900c4e9ba29b7f4efcfc92af2af5878a85

Observation da401a86-1ea0-4bf9-aef2-de2d1618dfb6 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:37.293798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:37.293798Z digest=sha256:f20eb0beaf8439a762e7c6d416b998e29f36990b737e1f1725af7ad49da6abdb

Observation 71241e21-8f74-444b-96d6-1a945f6c8235 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:37.369239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:37.369239Z digest=sha256:1d8885220ec38ac1ba73191fd1edabf10557a40ad878796f1c69ac3cfa26ba80

Observation 019057d8-dfce-413a-8ca7-5c1e35e30f37 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:37.453736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:37.453736Z digest=sha256:6907bfe6f2d049299246eec83c8f4d6a1327a1b8bcdba7a9524f9ad2caf037dc

Observation d92654dd-506f-47e8-a8cf-ff212343f726 · outbound

This paper cites Pardo, A.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Pardo, A

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:37.539441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:37.539441Z digest=sha256:8f455b7b058f933c35e8c61f8778613af9e762af44508bdd81b8f5386aae8e02

Observation 4dcb049d-20aa-4d97-b560-bb180f0a8c15 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:37.651261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:37.651261Z digest=sha256:329b81110e7bcab339246e3c523005e0154400004b1c840361690669c0ebc804

Observation 8e418e02-63f9-4127-9a17-1fcb2e9ebb50 · outbound

This paper cites Strouse, M.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Strouse, M

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:37.736463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:37.736463Z digest=sha256:d5b7a3dd0281374f434e306658b95b44bc390a9267f513cead830be0015d1b3e

Observation 974e34c3-f3ef-42b0-ac07-a98b3ddb1044 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:37.889122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:37.889122Z digest=sha256:50d6eefcdcd726ae3906b5527bd82b01ec606449cb635ed4da502443cb9cedc6

Observation ae0dec20-a347-40ef-bbe0-c7cda6486342 · outbound

This paper cites Ravasio, K.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Ravasio, K

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:38.007252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:38.007252Z digest=sha256:ea468027f1385326987515ede5ba69fc40548441ee1b7f4d9cab6d7e9f4d3497

Observation a1c6ff45-ae3f-4a3e-8842-c4c4432574a6 · outbound

This paper cites Rotbart, S.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Rotbart, S

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:38.158013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:38.158013Z digest=sha256:cbde9b4065977472236264abf6718e595ac4870661030f37450ca3ccf9c0add5

Observation f23f51d4-4781-494f-a886-2836fc876da9 · outbound

This paper cites Towers, A.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Towers, A

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:38.311646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:38.311646Z digest=sha256:c8f20e492218ef2c4cdae0e346372bdf627556ad5f90308bcce19fa7f7e7de19

Observation b91d00a2-9c4e-4493-af18-db4d17d96ba4 · outbound

This paper cites an unresolved cited work.

Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T18:03:38.425594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:03:38.425594Z digest=sha256:14d267da0e49d26f22d9411b07cd68e557000ce3e089c29887d6b76b45502f9f

Pith citing papers

No inbound Pith citation observations are available.