Paper Citation Record · LEDGER

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.23854.

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

pith.paper-citation-record.v1
2607.23854 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T10:33:05.421880Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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 exact2
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c1caa6a-500e-44d0-8666-4171e217f06f · outbound

This paper cites The Journal of Problem Solving3(2), 2 (2011).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search The Journal of Problem Solving3(2), 2 (2011)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:01.410141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebbe522a-be2d-483c-b82c-f806166c068d · outbound

This paper cites Perception & Psychophysics58(4), 527–539 (1996).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Perception & Psychophysics58(4), 527–539 (1996)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:01.529132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4487c36f-a6f4-4b6c-80cb-d815f2539d1e · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:01.649832Z

Source-reported events for the cited work

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Observation 5617f240-68d9-495f-88fd-e3f3aca0e07c · outbound

This paper cites Cognitive Systems Research52, 387–399 (2018).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Cognitive Systems Research52, 387–399 (2018)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:01.746863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c3521ca-eb6f-4026-9ee8-3cf3869ecaa8 · outbound

This paper cites D4Illustration of the geometric properties of human-generated tours from representative TSP instances.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search D4Illustration of the geometric properties of human-generated tours from representative TSP instances

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:01.859001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10cde56b-d794-416c-88d8-886c0beeb768 · outbound

This paper cites The Journal of Problem Solving1(1), 4 (2006).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search The Journal of Problem Solving1(1), 4 (2006)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:01.967690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a407819-8b9a-422c-8343-217a3c898078 · outbound

This paper cites Princeton University Press, ??? (2006).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Princeton University Press, ??? (2006)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:02.066398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e777dc6-2761-4a76-be05-f79e8a3a1fa8 · outbound

This paper cites Operations Research28(3-part-ii), 694–711 (1980).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Operations Research28(3-part-ii), 694–711 (1980)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:02.181084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08181c16-661e-4470-937f-d7922f80938f · outbound

This paper cites Management Science23(11), 1208–1223 (1977).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Management Science23(11), 1208–1223 (1977)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:02.351159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb754ae-96ca-4816-8484-3f1011b88adc · outbound

This paper cites Nature326(6114), 689–691 (1987).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Nature326(6114), 689–691 (1987)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:02.508060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 754fe594-27e1-406c-8888-395e6509e031 · outbound

This paper cites Neural computation1(2), 270–280 (1989).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Neural computation1(2), 270–280 (1989)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:02.609707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb49484-f6fb-48fa-9d0d-0baeb04032d2 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Proximal Policy Optimization Algorithms

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:02.763752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0ffe915-8dbb-46ff-85d4-07ff29222e49 · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:02.823337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c6ff46a-7b6e-423a-9174-699085c6effa · outbound

This paper cites Neural Combinatorial Optimization with Reinforcement Learning.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Neural Combinatorial Optimization with Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:02.913261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8007f01-10f0-4465-8241-4050429164ea · outbound

This paper cites In: Proceedings of the Fourteenth International ConferenceonArtificialIntelligenceAndStatistics,pp.627–635.JMLRWorkshopand Conference Proceedings, ??? (2011).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search In: Proceedings of the Fourteenth International ConferenceonArtificialIntelligenceAndStatistics,pp.627–635.JMLRWorkshopand Conference Proceedings, ??? (2011)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.031244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31a1e293-b602-4bfc-9527-9c6520f73f05 · outbound

This paper cites Policy Optimization Reinforcement Learning with Entropy Regularization.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Policy Optimization Reinforcement Learning with Entropy Regularization

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-30T10:36:10.054118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d99e9587-2bd7-4a85-b328-c8a96bd6a878 · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.201527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae064fb9-dd53-4121-9b43-34a235eb0864 · outbound

This paper cites In: Advances in Neural Information Processing Systems, vol.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search In: Advances in Neural Information Processing Systems, vol

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.290088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca6c4e7a-695f-4ecb-b2cd-3bd15236aa94 · outbound

This paper cites In: International Conference on Learning Representations, vol.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search In: International Conference on Learning Representations, vol

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.348521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c0aedf1-f55b-427e-a885-1c3b4701dbcd · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-07-30T10:36:09.822293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ec9ab655-3008-408e-8eaf-ccc575817490 · outbound

This paper cites Advances in Neural Information Processing Systems33, 1877–1901 (2020).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Advances in Neural Information Processing Systems33, 1877–1901 (2020)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.538186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0898b333-badf-46dd-b398-3a66e2a4f23e · outbound

This paper cites SFT-then-RL Outperforms Mixed-Policy Methods for LLM Reasoning.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search SFT-then-RL Outperforms Mixed-Policy Methods for LLM Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.629418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea548a9b-5e58-49e7-b9c4-cf6a2631d946 · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.690067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09230bf-411d-46e0-a63e-278268d83062 · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.793336Z

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Unavailable: canonical work link unavailable.

Observation 08e0e6c7-6efa-42d2-a4be-b9e5db5c8c0b · outbound

This paper cites Nature623(7985), 115–121 (2023).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Nature623(7985), 115–121 (2023)

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.857531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f65f9951-5efe-4adb-8408-7acd465558ec · outbound

This paper cites Current Opinion in Behavioral Sciences29, 24–30 (2019).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Current Opinion in Behavioral Sciences29, 24–30 (2019)

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:03.914385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f370bfbc-5bc7-40a8-a761-4c00cc02331c · outbound

This paper cites Reasoning with Sampling: Your Base Model is Smarter Than You Think.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Reasoning with Sampling: Your Base Model is Smarter Than You Think

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.019801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e965f3-999b-4a98-97eb-67a3ebed7edb · outbound

This paper cites arXiv preprint arXiv:2601.12269 (2026).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search arXiv preprint arXiv:2601.12269 (2026)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.127755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4dbd819-e65e-4ab2-b6e8-6bd16f23b5b8 · outbound

This paper cites Psychological Review131(2), 456 (2024).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Psychological Review131(2), 456 (2024)

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.199373Z

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Observation b922a168-b7d5-47f0-aecb-966b324c287c · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.284591Z

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Unavailable: canonical work link unavailable.

Observation 1b8791be-a8c8-40f1-911f-369c78aa4376 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.352213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fadbb7b7-d5cd-4a28-91e3-60af5a8ed0e0 · outbound

This paper cites Review of General Psychology 30(1), 104–129 (2026).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Review of General Psychology 30(1), 104–129 (2026)

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.451893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66de17df-33f3-44c6-a03f-18a635c67704 · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.531510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec2a273-fa8f-4488-abaa-4f5883d9a99b · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.594809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7406ba5a-68b1-4bc5-8733-26880fe5c881 · outbound

This paper cites Proceedings of the National Academy of Sciences117(16), 8825–8835 (2020).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Proceedings of the National Academy of Sciences117(16), 8825–8835 (2020)

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.633779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74771368-b1c8-4334-983a-00e432abe0bc · outbound

This paper cites Science372(6547), 1209–1214 (2021).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Science372(6547), 1209–1214 (2021)

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.688253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb42a631-8d4a-4b3a-aaf1-37df144c5032 · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.759126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba4d7f8-d201-43ea-9a00-579ad50b274b · outbound

This paper cites Nature Human Behaviour7(5), 729–739 (2023).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Nature Human Behaviour7(5), 729–739 (2023)

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.845020Z

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Unavailable: canonical work link unavailable.

Observation ba29206e-a173-486e-88dd-f6584d9856fa · outbound

This paper cites Nature Communications16(1), 1383 (2025).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Nature Communications16(1), 1383 (2025)

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.910389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6c6cd19-1154-4324-ac3b-f24c3aee750a · outbound

This paper cites Advances in Neural Information Processing Systems27(2014).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Advances in Neural Information Processing Systems27(2014)

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:04.967794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80222865-3e62-4421-9b7d-837292a3139f · outbound

This paper cites an unresolved cited work.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:05.035685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b7a7625-2e1b-47de-8cce-1300c89de752 · outbound

This paper cites Neural Computation9(8), 1735–1780 (1997).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Neural Computation9(8), 1735–1780 (1997)

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:05.122656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa6bc2cf-4f7c-46c6-a5ce-471a2ce533af · outbound

This paper cites International Conference on Learning Representations (2015).

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search International Conference on Learning Representations (2015)

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:05.216228Z

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Unavailable: canonical work link unavailable.

Observation 396a6e3a-717f-4a2c-bb7b-dfd8ad41bf86 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Adam: A Method for Stochastic Optimization

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:05.330576Z

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Unavailable: canonical work link unavailable.

Observation fc73f7fa-45c4-47d6-b0af-6b2ffeccd215 · outbound

This paper cites Nature550(7676), 354–359 (2017) 31.

Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search Nature550(7676), 354–359 (2017) 31

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-30T10:33:05.421880Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.