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Paper Citation Record · LEDGER

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning

As of 14 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2505.24155.

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

pith.paper-citation-record.v1
2505.24155 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:38:29.897984Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:14:57.162130Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:14:57.738479Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved53
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c642846c-69a9-448d-a420-2d03bbee4c83 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:47.397784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:25.690171Z digest=sha256:39f6c958477ea80e24a91eac95b841f00c1dea708a7f62c5c2b847b7987590ab

Observation 7b1edab9-2687-4eba-ba17-f905c8d142a2 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:46.854887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:25.863422Z digest=sha256:283a169902b17320c21d81b046fa0b4711e7e4633ed5832e67dea2a8f96ea95d

Observation 1b5cdfbf-22a5-4ef5-b342-85aaf395a36b · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:46.128211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.024846Z digest=sha256:67cee799be466f6d0c1a73696dd97fe4932b758c66743ed5444b005862ee3378

Observation 22a1d3af-5f25-4027-b0ee-21a6f42af5e0 · outbound

This paper cites Molecular Omics 18, 7 (2022), 652–661.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Molecular Omics 18, 7 (2022), 652–661

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:46.496390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:25.956560Z digest=sha256:546ce9789de90325ddc1eb6b7c4c3be9a7ca53747655feaa7c12d1aa904d97ff

Observation 317ec1cc-f4be-4b36-9abe-6b04503f7cd5 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:45.549428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.186004Z digest=sha256:4b325d12a7389014c501de6fa11b0c8867f44e44350fb0d5532409cca611cf24

Observation f10c37be-0dc4-4457-a098-d886baf255b5 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:45.850379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.120454Z digest=sha256:9ceac58e9bbd71a9d0c391a55642acc1c296b556c0bcad4b33475e0d8e694c28

Observation 29a4a98c-18ef-4621-b2e6-c66f0c6f9695 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:44.920022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.314791Z digest=sha256:9635f04e47f197a16a60d603562ff4966e9fcb0ff60cf4bbc99e00881453536c

Observation 4615466f-1f39-469d-8b97-1b83b05c83da · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:45.214106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.248749Z digest=sha256:4c1d728b2f7375b682569753fc8c504d1fb465bfb457b0337de9fed6c45b87ba

Observation c859c1ef-24c0-4a3f-a784-2e1e501c18b4 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:44.272512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.490487Z digest=sha256:f7fcbeb0fe271f39bdbc69fbf860e27b00627a9a34c5ee5249573b62883bfa93

Observation 6c8f9445-3dd6-4af9-8b3c-e7fbe6c78abd · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:44.598007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.390293Z digest=sha256:8990f7f454dccd31346b4342088baf4bdee3c5d90e4e34d2d66765a7cf196d91

Observation 39833f73-2988-4555-b9fb-58ec7321aa1d · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:43.832553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.664117Z digest=sha256:3af8abfcc34c8df46dadba466bbeb41756e7b9cc4779b5ca348a890f39076ead

Observation 472c40dc-c11c-47ec-b341-0504c47d4dca · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:44.059403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.586650Z digest=sha256:df299fca9588807d6f594bde7831811653cfc843f188bced2bfbdf8043736c28

Observation 1cd35fbb-d9ab-4341-aced-9f31ab2aefbe · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:43.272893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.851023Z digest=sha256:9cf8ef7f71f68d23b8e782388aa3a599cf468ba553335f313fa929214d310c6e

Observation 0ec92963-0efa-42d1-a635-86ff211e118b · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:43.516985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.761505Z digest=sha256:c9409656c898d677d3b9823b2ed961df842c27304493b769c0bdccf057709fbb

Observation b99f6a2b-08b2-4cee-8602-95d85a91e0ff · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:42.638203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.193032Z digest=sha256:b4b26b619c45715ed1f7c8e61b01a6186bbfe548a6851f7576b16e6d29ec2b53

Observation 5fb7a174-6609-493e-af9a-422997ad8a91 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:42.410096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.263938Z digest=sha256:4abbd615adb59d95b0684896c47a333141ea921ac567c3a674d5d7a969a74c2d

Observation 07c1558c-d507-4a1e-b6e8-27c266ae9ffa · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:42.820906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.079007Z digest=sha256:1886554c9a698cf98fa34d5088677c1cb5dd4b62610d7a6e7c80b46c13db7108

Observation 7acb5032-67cb-4cfb-998e-ee6b33445d7e · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:41.902430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.423730Z digest=sha256:5b193bf1ef24134ea551c900e8d3afbec8d24f2616970d82ad539ee03a4738dc

Observation 289be65d-2129-422e-8e52-31c073bfed6f · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:41.596661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.508299Z digest=sha256:6360888693e8ed1469840d53746523d18fbcd2caf9d80c851c1b6e64bedfbe36

Observation bb3516ba-3d3a-4b52-b0e6-99ae3f9a0228 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:42.190521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.351538Z digest=sha256:ff9e49a9565457379d862b1b1796e529b0bf7d45514bb5152fa1747f3ab0f876

Observation bb3794a7-671f-4a5d-8240-35ea5893c3fb · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:41.060008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.516329Z digest=sha256:9800f9b61d38ee20671fd5adddab1ed1dc85c03341517aa2de6fb8de26967880

Observation d9d64829-8a45-455b-a07f-12ae9c6d7cb3 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:40.778609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.545511Z digest=sha256:784fb48820e488cf8df52b2618458d1441efaa50e13ade702f35e4110e5cb5db

Observation c847c0a6-4135-4d9c-90e7-493f751529e4 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:41.349617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.511457Z digest=sha256:0488797f6c7c0b6d427b35777d7c73c2e82aa30b45fee257eccf196d70a52c3e

Observation 22759a6f-6d24-4bbf-a6be-554a2c4052ab · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:39.932296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.752816Z digest=sha256:1c4d88290940eb8ac4d0a8c3431bce7087f304677bbfb78b0132e292b51a8834

Observation 338ff0a2-458a-4942-8320-2bb89334f567 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:39.632294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.835885Z digest=sha256:88fb43aad7f4dfd6261dc801af2e314d850eb06791bab55ab1bcfe05a6b1ea08

Observation 70aa5627-1b77-40b8-8eed-27aa51039d43 · outbound

This paper cites International Journal of Machine Learning and Cybernetics 13, 1 (2022), 49–69.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning International Journal of Machine Learning and Cybernetics 13, 1 (2022), 49–69

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:40.524081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.598410Z digest=sha256:f35e4c05aa7d8b6d58cd2402a07c335cc77ba943daccc18f3295e0c84cf00ef8

Observation 8c8016df-fa38-4dbd-9336-a8556f6534bb · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:40.195812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.650832Z digest=sha256:e836b4813cb36a1cdbe8a3818308900f04e7fc7c6c9a87239aa09eb4e4fee5c0

Observation bae6ab04-ca9c-4306-b2ec-ebab9be31fde · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:38.885144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.098188Z digest=sha256:10830e48f3b71796c7d639e6e9f162e0868c9dbf5266b55dbf68de7ee6ef75cd

Observation b3a8f5e7-ec38-4f11-9b73-4753f2aab701 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:38.606554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.165680Z digest=sha256:26694a3e80a71598dd4dffd0cdd78e5c4dfa824ca43fcfba9dc24d7c8b345afe

Observation 7f391562-bce0-4050-806a-39fbbc50b438 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:39.415397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:27.940103Z digest=sha256:7e3d22f80b524191d39a02d4899aafdd2cabf45d3e871b1691870f694a1395be

Observation 3443b69a-2aee-4523-8949-a2399b10a016 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:39.114654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.028117Z digest=sha256:86e125702832293c89feff48f367715e16f7ad8bffc3beb3bdbfe493bbbfc9ac

Observation fce1d4bc-0476-4803-8706-1ad13dfb1b49 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:37.472661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.557915Z digest=sha256:facd5701399247b219363d860e13a66f00208369eac32913725210e030b02e98

Observation f708f40f-d5fb-4361-930f-3c009e17b16d · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:37.206972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.683385Z digest=sha256:68bee287ddac23268250829f0fcb2ed1aefe4ea7f5722339beb130e2adcac171

Observation e394e930-a58a-486f-be45-fd7cfb029f6b · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:38.354165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.240514Z digest=sha256:05aa0ea59a17e700753bf3edbc9106530e1bdb9353e31332ef2d10873757b89e

Observation 935b7f0d-7bd1-4061-943d-2f6090494910 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:38.015915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.330344Z digest=sha256:63d8696a0f3c095a2d5821a1ec80b911eeda6e57b7823b3fb93955f120446dd4

Observation b0ff364d-82e6-45ce-bbf0-44e6dde09a74 · outbound

This paper cites Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T12:38:28.853720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:38:28.853720Z digest=sha256:0857f6d4bab4bda0166e1ad149a9046752a26201cfe3abf54d21995a3ad23e07

Observation 9fa9115e-7a14-42d9-9d0c-520ac91f1b5b · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:33.820495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.881901Z digest=sha256:daf4c42c95b8d85edb11f3510a1581dd41fac040b331c22610a4f70c980d2b02

Observation 94f3313d-624c-45c3-b4e1-95d9283704b1 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:33.612453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.915171Z digest=sha256:e1d991f2a93f06bb3983b1328d3957f5717abc77cd278a66e7de9e09a8db1da6

Observation 5b556359-2401-4668-96bd-aa5da21e8256 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:36.864674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.759523Z digest=sha256:0f8c46edbcae73a35fd0285a9016245866a9035d33f1720623972a5ac623a8af

Observation 9518fdcc-2ad3-4d7e-b6a6-77ba6433f76b · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T12:38:28.818300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:38:28.818300Z digest=sha256:1662979e4cfd58c8c2dfaa01bcf1faf08448999e9ff1418d422b93f76f085a35

Observation 352cbaec-12c0-4f3e-9683-c2f06775fc41 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T12:38:29.030259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:38:29.030259Z digest=sha256:a73ea27a665dad3e5dca268dbeaf45bbc568a8b34c64cb38a32085a2b8f6e2bf

Observation 020a213b-7a4d-4161-a7c3-573eeba2f762 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:32.775364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.068129Z digest=sha256:54c80d30054687fb834ad50ea472715708630e813a30dd84e02f1420b2de0b2e

Observation cfb01fa9-4ef2-4f4e-9ab5-7023410b165a · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:32.538962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.090111Z digest=sha256:91c8ca682e1c315b7c1f51be2ecbfd6770985be7b8536df7839a821a3086e3c1

Observation ab573ddd-669b-4ef1-b4a5-2cfd7fe9e4ee · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:33.326651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.956825Z digest=sha256:7d3ac1525b40fbcdf2c4d0a3fa4f988012e122d5f2a1660e98d6aff5a78da56b

Observation ad8cb2ae-8d61-46d9-9cd5-319b619c89f9 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:33.054425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.009932Z digest=sha256:fa155b96365e24097c13c967a3f3d571f62c07ae27effca35b0b283b582170d1

Observation 39425797-bd43-4822-b3e2-78f977cfafd6 · outbound

This paper cites Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:38:30.058526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.243753Z digest=sha256:345e7f75bb82782759eb9a6419836f93f1c81433ea2600afaaa8b8ed687da189

Observation 8795a8a3-6ede-4007-a36e-8146fae2b74d · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T12:38:29.288117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:38:29.288117Z digest=sha256:8254318073fb23d4c103f329f2e706324649c1a85d3d21bad9ffd370dfcb1d96

Observation 9bbc651c-8237-4b06-9125-9c18b16fd00e · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:31.691587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.412539Z digest=sha256:3affb8c4016cafd3129e93440eb334d7f3ffe2135915e2cec94eff09cb3c1a22

Observation 601a7f3d-f5f4-4b70-8f23-8a24a65ce8fc · outbound

This paper cites Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T12:38:29.129831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:38:29.129831Z digest=sha256:27108c3a5cddd0f26671ff0795bfb642e7ffd0d38c05e07c30bea51b1f8e312c

Observation 6f3d0406-7ba1-4835-97b4-a549aeaf575f · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:32.257026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.180799Z digest=sha256:922a058e918d93b3f2994854854cfca3097d074bdf4cf9faa11cbac1de82aeaa

Observation 3b2c51a0-1cab-4db0-b785-f1f55b1c3a12 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:30.891522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.671555Z digest=sha256:d71d31155c218fbf0703213c6e1a46a2433d81180962ec567b3332d5fc1701d4

Observation 2b7328c3-bb54-4f62-b390-e56a64d3b69e · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:30.672781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.716927Z digest=sha256:79ba85c66e71818aa29c34be7f7ab74ea9c6f0e10c50d8d96f3ddc0b8cd793a9

Observation aa97aa06-046a-485e-90d8-d70d7d2f19bb · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:30.469468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.788259Z digest=sha256:5b22a49d25ae7c312fb854c8aefa32e82fc8455cc9d1fa3e10132dd79829d8d7

Observation 236d8d08-27a5-4d1f-b267-6ac8cbdfa287 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:30.302114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.842649Z digest=sha256:e818639453869c860a0235ce503ce0d5482ad6498903ec8949198409f34543a6

Observation f9ec0c5b-132d-41ba-85de-f6d65957fa48 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:31.432440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.519455Z digest=sha256:45879e4147f9e73d5071b2d1f2c48619c5c3a6b90ddf97119451d802802a408f

Observation fc2b30f8-5f4f-402a-998c-9d04dbf30488 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:38:31.160061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.626652Z digest=sha256:cf8f5f7e850236dd7948e261a2b29c19a198d026cc79a0a1224e89a420cf53b5

Observation 2d05cb6c-8fea-430e-b440-498c246ecb69 · outbound

This paper cites an unresolved cited work.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Unresolved cited work

Reference 61

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T12:38:30.191561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.897984Z digest=sha256:e867354d1ca12767e55f89740c186534f62cb292877203b3e73fc9676a42fd1e

Observation b43db424-3156-4ec0-b372-deae886e2db9 · outbound

This paper cites Molecular systems biology 3, 1 (2007), 140.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Molecular systems biology 3, 1 (2007), 140

Reference 2007

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:43.036401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:26.942744Z digest=sha256:1a5d501ab6cc2e5cf6ce44f8b3e3a844690627871c9b505e5283007074834484

Observation 55348ecb-05bd-44cb-9d33-ef963d6c4b30 · outbound

This paper cites In International conference on machine learning.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning In International conference on machine learning

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:31.977838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:29.338331Z digest=sha256:3553c0dca003226ae96d847806f19943efa4d14573377a5d776287bb89fe36e4

Observation d55a665b-ad15-4977-8a0b-2c37d2aca0b2 · outbound

This paper cites In Proceedings of the 2021 SIAM International Conference on Data Mining (SDM).

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning In Proceedings of the 2021 SIAM International Conference on Data Mining (SDM)

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:37.745790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:28.444754Z digest=sha256:aac2d3fe143992646eff7739612c9bc4fd05b9c29b5670495b2140be397e2e06

Observation 6daaebed-5dbe-4a64-b71c-bc715c1f0171 · outbound

This paper cites Bioinfor- matics 38, 1 (2022), 179–186.

Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning Bioinfor- matics 38, 1 (2022), 179–186

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:38:47.131005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:38:25.780200Z digest=sha256:d7295b9dffc7d410722830627262f07c5f192b2b097b4e434cebe3f319bc9cc1

Pith citing papers

Observation d11dc82a-38ca-4845-84ec-3b995135b0b7 · inbound

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation cites this paper.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:14:57.743418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.162130Z digest=sha256:bab470faa6df7716babeb97ed7ff3797739ac15a480be2f0712b582ad70cda10