Paper Citation Record · LEDGER

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.23469.

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

pith.paper-citation-record.v1
2607.23469 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T21:35:15.849768Z

measured 45 of 45 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 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

45 of 45 outbound references displayed

verified exact10
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93a574a9-665b-4793-afa3-fb248e43ffe4 · outbound

This paper cites Courville, and Marc G.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Courville, and Marc G

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.693446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d13982ec-bb32-459b-b7fe-0fd41d1b689e · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-07-30T21:36:23.239743Z

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 0f5df281-c9b1-46c0-86ac-50e6f2ebb685 · outbound

This paper cites Bellemare, Will Dabney, and Remi Munos.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Bellemare, Will Dabney, and Remi Munos

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.702466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be1251aa-1cda-4d99-9738-561ed152f01e · outbound

This paper cites Christiansen and Ole Sigmund.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Christiansen and Ole Sigmund

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.706590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c431493-d693-40e3-9e3b-25e48f07fc02 · outbound

This paper cites Noisy Networks for Exploration.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Noisy Networks for Exploration

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.711196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 808b0356-25c6-4a8f-978a-cc4f4a381f24 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.715580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f21ef13b-ab9b-461c-b36b-41cf9c485b45 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.719949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ced2d47-af44-4095-9358-023f6b99638f · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-07-30T21:35:15.723479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fa99136-d878-4967-922e-b33181255b46 · outbound

This paper cites Hughes, Momchil Minkov, Ian A.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Hughes, Momchil Minkov, Ian A

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.727309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4baa4f8d-4c7f-4008-b676-49cfee4310cc · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.730838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3a73a22-8971-4fb2-9afa-226ad55d19c4 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.734011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64692ffb-4955-45cd-82cf-5cb7698f1d50 · outbound

This paper cites Jensen and Ole Sigmund.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Jensen and Ole Sigmund

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-07-30T21:35:15.737632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21251f4a-7158-4229-be04-3cae511e8183 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.742347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1717d8f3-9d2d-43c4-be9a-50d1062faca4 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-07-30T21:36:23.043991Z

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 0845fbaa-edda-403c-9961-4691188063b5 · outbound

This paper cites Jones, Matthias Schonlau, and William J.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Jones, Matthias Schonlau, and William J

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.749763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ed9f243-d2eb-4410-9d4f-206ec23a52b6 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-07-30T21:35:15.753016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0079be44-fffb-4489-a79e-58beffcec0e1 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-07-30T21:36:22.865737Z

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 d53a0a6f-31fb-41f9-8461-93f1b5e0bcb0 · outbound

This paper cites Rodrigues, Kyu-Tae Lee, and Wenshan Cai.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Rodrigues, Kyu-Tae Lee, and Wenshan Cai

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.759104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c0f069-b788-42c3-a145-1a15d367fb6a · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.765939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e1ed60d-ca26-4afe-bd30-2ed6dbc1673e · outbound

This paper cites Kudyshev, Alexandra Boltasseva, Wenshan Cai, and Yongmin Liu.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Kudyshev, Alexandra Boltasseva, Wenshan Cai, and Yongmin Liu

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.769083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2675f7dc-e2fb-4c4c-be96-5a041a5933d1 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.772308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bb8df39-58b5-4029-81b5-66727e2127ab · outbound

This paper cites Rusu, Joel Veness, Marc G.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Rusu, Joel Veness, Marc G

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.775675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3557366b-029d-492a-9459-a5c01de5e20f · outbound

This paper cites Piggott, Weiliang Jin, Jelena Vuckovic, and Alejandro W.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Piggott, Weiliang Jin, Jelena Vuckovic, and Alejandro W

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.778956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a357ac49-366d-4a55-9388-87027316ce1d · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.782754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8acbb3c5-13ee-4423-b039-ebce6dd7d16a · outbound

This paper cites DeLacy, John D.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design DeLacy, John D

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.785883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40a84ebc-4b37-4d8b-b67b-40341e4863a7 · outbound

This paper cites Piggott, Jesse Lu, Konstantinos G.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Piggott, Jesse Lu, Konstantinos G

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.789087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2527798a-236a-4fe7-865e-a76b1e5579cc · outbound

This paper cites Piggott, Jan Petykiewicz, Logan Su, and Jelena Vuckovic.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Piggott, Jan Petykiewicz, Logan Su, and Jelena Vuckovic

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.792596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f305c52-2f10-42e2-84f0-d3fdeb699d52 · outbound

This paper cites Prioritized Experience Replay.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Prioritized Experience Replay

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.799735Z

Source-reported events for the cited work

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Observation 3b1a4bbf-dbe3-4d72-b41e-ca49eef55cda · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 29

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Source-reported events for the cited work

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Observation 2c7e8efd-7ad0-40d3-b2fe-fbc033b914dd · outbound

This paper cites Adams, and Nando de Fre- itas.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Adams, and Nando de Fre- itas

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.806982Z

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Unavailable: canonical work link unavailable.

Observation 0d854357-6995-4e3f-be09-fed2140cfc37 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 31

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Observation a86cf86d-2af4-46b3-9c47-51b81f9e12f2 · outbound

This paper cites Song, Akhil Raj Kumar Kalapala, Weidong Zhou, and Shanhui Fan.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Song, Akhil Raj Kumar Kalapala, Weidong Zhou, and Shanhui Fan

Reference 32

Resolution: verified exact; doi, observed 2026-07-30T21:36:22.454742Z

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 d47b45d2-3d6c-4d7c-9ff5-51cdbe063625 · outbound

This paper cites Sapra, Jan A.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Sapra, Jan A

Reference 33

Resolution: verified exact; doi, observed 2026-07-30T21:36:22.278030Z

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 d89d7ab6-ed5a-4549-83ae-7713cb16956c · outbound

This paper cites Sutton and Andrew G.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Sutton and Andrew G

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.820575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10008f12-1b79-4175-88bb-e5eaae62eaca · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.823716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1da36c75-4519-4dc7-8448-95594a6522fd · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.826893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dff527d-5cd1-4900-9d5e-adf80622a627 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.829931Z

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Observation d6697ec0-345b-43e5-a4d6-6889c3f2b689 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.833315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e8e5f6-8b9f-485b-adc6-e248d4432e71 · outbound

This paper cites Wiecha, Arnaud Arbouet, Christian Girard, and Otto L.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Wiecha, Arnaud Arbouet, Christian Girard, and Otto L

Reference 39

Resolution: verified exact; doi, observed 2026-07-30T21:36:22.128512Z

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 f6d40f05-e5f6-4fa8-b9b3-fd7225a8da97 · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.839866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce49de61-6efa-4fb9-9a91-6c472c602262 · outbound

This paper cites Fountaine, and Aaswath P.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Fountaine, and Aaswath P

Reference 41

Resolution: verified exact; doi, observed 2026-07-30T21:36:21.981896Z

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 3cc5e2cf-ef9d-4a9d-923d-ba74c86a027c · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 42

Resolution: verified exact; doi, observed 2026-07-30T21:36:21.816113Z

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 1c813956-6677-45aa-808e-2387f75d971e · outbound

This paper cites Inverse Design of Photonic Crystal Surface Emitting Lasers is a Sequence Modeling Problem.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Inverse Design of Photonic Crystal Surface Emitting Lasers is a Sequence Modeling Problem

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-30T21:35:15.849768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f478ab-427c-479c-8807-ce213b9aeffe · outbound

This paper cites an unresolved cited work.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design Unresolved cited work

Reference 1786

Resolution: verified exact; doi, observed 2026-07-30T21:36:22.552148Z

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 f9347196-f038-4c3d-a08c-5b47ce661de3 · outbound

This paper cites doi:10.1021/acs.nanolett.8b03171.

When Every Simulation Counts: Value-Based Reinforcement Learning for Accelerated Photonics Inverse Design doi:10.1021/acs.nanolett.8b03171

Reference 2018

Resolution: verified exact; doi, observed 2026-07-30T21:36:22.698174Z

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

No inbound Pith citation observations are available.