Paper Citation Record · LEDGER

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach

As of 14 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2507.18732.

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

pith.paper-citation-record.v1
2507.18732 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:37:11.586549Z

measured 28 of 28 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 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

28 of 28 outbound references displayed

verified exact1
verified fuzzy11
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4cb308d7-4d39-4906-a28d-3451d0b9e566 · outbound

This paper cites write newline.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:10.980369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b83def27-7114-408e-8823-662509c6511a · outbound

This paper cites CH-MARL: Constrained Hierarchical Multiagent Reinforcement Learning for Sustainable Maritime Logistics.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach CH-MARL: Constrained Hierarchical Multiagent Reinforcement Learning for Sustainable Maritime Logistics

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:37:11.811870Z

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.

Observation 78a9d1ae-4d7f-4ec2-9f28-748f2e7fce56 · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:13.225715Z

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.

Observation 16cfb80a-1cbd-4d93-87ab-ecd0a60d8a8a · outbound

This paper cites and Ghavidel, A.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach and Ghavidel, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:13.136442Z

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.

Observation d55bc1b0-c2fe-4e93-b6d7-bb3b7ec3f67e · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:13.097264Z

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.

Observation 92f98c86-ee5c-4708-a70b-c96535544f39 · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:13.075936Z

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.

Observation 1072f561-202e-4525-99c0-ca238da2fb79 · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:12.994966Z

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.

Observation 8c6b8a5c-3759-4b11-9f0a-7ee8d4b14eab · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:12.864746Z

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.

Observation a3880b2d-a264-4ac3-90b5-e5090f93aee4 · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:12.740950Z

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.

Observation 9ff4ab19-60c8-4f31-82c5-9cf2ec0923f9 · outbound

This paper cites and Madanat, S.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach and Madanat, S

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.617093Z

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.

Observation 5c419c5e-ee80-4fbc-a1de-1467c14f805a · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Playing Atari with Deep Reinforcement Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:11.263469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a4bb14d-e682-47f7-b005-586d5607c131 · outbound

This paper cites U., Aggarwal, V., and Ukkusuri, S.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach U., Aggarwal, V., and Ukkusuri, S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.597316Z

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.

Observation cf60cd1a-a14b-43ab-90bb-402e187d6d79 · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:12.578299Z

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.

Observation 83cff1a8-ac3a-42d9-a8ed-e7d446e5ba63 · outbound

This paper cites and Hegazy, T.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach and Hegazy, T

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.545480Z

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.

Observation 57a466c9-6781-4307-8ee8-560877ce3210 · outbound

This paper cites S., Farquhar, G., Foerster, J., and Whiteson, S.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach S., Farquhar, G., Foerster, J., and Whiteson, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.531978Z

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.

Observation abfe1611-307b-473f-a585-8e05d51fb173 · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:12.514848Z

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.

Observation 4047492f-b40e-4592-a0bf-c61ad27ab17f · outbound

This paper cites E., Power, G.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach E., Power, G

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.467354Z

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.

Observation 3bb1bb2e-bf27-4bb0-bf7f-5008d2073597 · outbound

This paper cites J., Hostallero, D.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach J., Hostallero, D

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.450249Z

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.

Observation 361d6c5c-e69e-47ac-b024-dd16d00453aa · outbound

This paper cites Value-Decomposition Networks For Cooperative Multi-Agent Learning.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Value-Decomposition Networks For Cooperative Multi-Agent Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:11.422251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7509933-5c99-4021-b73d-547a66397c66 · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:11.429848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a21a331d-7d1c-4988-9219-ef7ba12109bc · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:12.427657Z

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.

Observation 58f4840c-a748-4456-a429-34cc410a0ffb · outbound

This paper cites S., Cawley, L., Reza, I., and Ksaibati, K.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach S., Cawley, L., Reza, I., and Ksaibati, K

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.405152Z

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.

Observation ba3193bc-3062-4b98-a619-0d11034ed1c3 · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:12.382825Z

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.

Observation 0de340fb-47e0-4360-811f-9b324b76bf0c · outbound

This paper cites Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:11.485055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdbd5ad9-ecfa-4a3e-a9d5-dcf2d7883dd5 · outbound

This paper cites and Si, W.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach and Si, W

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.332926Z

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.

Observation 4fab4f29-ca76-4b7a-8113-5bb8239ef708 · outbound

This paper cites T., Wang, Z., and Zhang, S.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach T., Wang, Z., and Zhang, S

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.230199Z

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.

Observation 158c4cca-1a09-44a5-8e2b-31a14037d4a1 · outbound

This paper cites G., Stoffels, S., and McNeil, S.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach G., Stoffels, S., and McNeil, S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:12.104732Z

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.

Observation 36699010-ed04-49da-9f47-8cde347a98e7 · outbound

This paper cites an unresolved cited work.

Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:11.940124Z

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.

Pith citing papers

No inbound Pith citation observations are available.