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Paper Citation Record · LEDGER

Advancing network resilience theories with symbolized reinforcement learning

As of 17 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2507.08827.

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

pith.paper-citation-record.v1
2507.08827 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:10:44.336570Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:18:34.097458Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T15:18:35.626930Z

Reference resolution

45 of 45 outbound references displayed

  • verified exact0
  • verified fuzzy24
  • unresolved20
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e94f06d-551e-4b02-b8ee-81d6e865df72 · outbound

This paper cites V ., Parshani, R., Paul, G., Stanley, H.

Advancing network resilience theories with symbolized reinforcement learning V ., Parshani, R., Paul, G., Stanley, H

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:45.005198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.119337Z digest=sha256:d95a2398f0863195943ff86619c3a2740d00eae7b1952d1466af3de52b3fde86

Observation 16d7798e-74c0-436b-a209-3c4a05eb8027 · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.991648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.124362Z digest=sha256:c08290fd8d8304e017374ec778cc6ca872b5cce89b726416818a9071e5e59a0f

Observation 75336231-6b1b-44a2-8993-d7881dddceb1 · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.977584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.128565Z digest=sha256:cdd95213c803e1e0fd1b5fa4e397e26da2e866487b50c75385095f01b1fe3e9e

Observation a68341f3-0e0b-4e03-a2f3-f6c4761e6001 · outbound

This paper cites & Liu, Y .-Y.

Advancing network resilience theories with symbolized reinforcement learning & Liu, Y .-Y

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.963779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.133183Z digest=sha256:30a7ae2f3b98d83e14cd47a3387f7b1f78d4bef3d4e852ea7aa4c0c5a87f5e23

Observation 55ba9c84-6c53-4814-be0d-eb4af5a334bd · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.950403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.137896Z digest=sha256:47f44998f927438dbb74ce2ad8aedcee0fba9695f264a7941162d66d39c6f3ce

Observation db08f018-5f5f-44c3-8d3d-83f71df3a370 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.935678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.142923Z digest=sha256:6be47f6b5ecf7d1dda11f0ef993826888f907ee892c42dc8a1ead7c2d83d41c2

Observation 1972e512-e2c9-43c9-b4cd-40fbb70ab322 · outbound

This paper cites & Makse, H.

Advancing network resilience theories with symbolized reinforcement learning & Makse, H

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.920173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.147386Z digest=sha256:ecb91de12bb9b025987526adb3329a7a689fea81101d1593256596d203dfaad2

Observation 16b0960e-ae03-4422-9d65-9ab413b14318 · outbound

This paper cites & Gao, J.

Advancing network resilience theories with symbolized reinforcement learning & Gao, J

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.905190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.151450Z digest=sha256:e0367fab15c0c5a1dfa8e4f7a402c0d98c67f2b79a2e70d168e4c33ea16cd143

Observation 7b14c801-2970-4fae-a4fc-9d2c21c3bb7f · outbound

This paper cites & Mangioni, G.

Advancing network resilience theories with symbolized reinforcement learning & Mangioni, G

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.889812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 41301a8b-d9bd-43d0-aca1-fd0774c2b799 · outbound

This paper cites & Brown, M.

Advancing network resilience theories with symbolized reinforcement learning & Brown, M

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.874821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.159945Z digest=sha256:6fdb083aea49cf0c4ff6d75474b0c5de1e8e1ecb7207243136d372c714ebc396

Observation 19f7b5fd-ebc1-4ded-91d7-b791e1cc268e · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 11

Resolution
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raw_fallback, observed 2026-08-06T20:10:44.859830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation fc13113f-b891-4965-aedf-2493b15062b8 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.845754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.169218Z digest=sha256:40a22edcff62f671179f80f3ed4d01a8bd4ef733825cb56dd360c35e201176a4

Observation 7697275b-8cb0-41b4-a9bc-18f1d2cdc639 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.831680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.173827Z digest=sha256:a855e2e421a2f5586bfba68392425d3f65b0766a0e6593580fb70576139c54d5

Observation 04b764f6-d5c1-4686-bd08-81f83f3286de · outbound

This paper cites & Shamir, R.

Advancing network resilience theories with symbolized reinforcement learning & Shamir, R

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.817191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.178185Z digest=sha256:258e66eebef1921e74c4a8e3ea4db005430f37d230ee3f10f473d111ab2bfd92

Observation 577cabb6-4df2-4bc0-8520-73873e174806 · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.802373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.182431Z digest=sha256:ead2afd16d8b433e8d1b79b0a59192dc76cb04eea25a57202b861b9f58f72cec

Observation 0ccf05f6-e2d1-4731-9874-323a38deb713 · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.789384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.186980Z digest=sha256:716c072b8eef8db32581408d4f72851eddf68fdfedc628bbd2d6ef33fa6496b3

Observation cf684961-5e8d-428b-975e-90d5803f9624 · outbound

This paper cites & Hwang, D.-U.

Advancing network resilience theories with symbolized reinforcement learning & Hwang, D.-U

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.774531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.192262Z digest=sha256:9a1189b90461a33696c667762259433b8311e918f34b4a6eb3afb120c11a97d0

Observation ad99e999-c277-4a77-a698-4d4f46e107d7 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.760483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 3d954cf3-c558-49e2-82d2-21c52c207deb · outbound

This paper cites & Shi, G.-Y.

Advancing network resilience theories with symbolized reinforcement learning & Shi, G.-Y

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.747005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 607bb238-9f1b-4ae1-983c-fe9b0103aa7e · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.731650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 7a8872ac-fbdf-47e6-96d8-48621be1f67d · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.717983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 62ecc84f-bab8-45b3-92c2-e7508b193aaa · outbound

This paper cites & Antulov-Fantulin, N.

Advancing network resilience theories with symbolized reinforcement learning & Antulov-Fantulin, N

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.704250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.215889Z digest=sha256:52807749487bb855656376fb40baca39cf5e89b5b793bef545f2e34342f037b9

Observation c5cb08de-f642-4944-b9c7-49564187977b · outbound

This paper cites & Zhou, H.-J.

Advancing network resilience theories with symbolized reinforcement learning & Zhou, H.-J

Reference 23

Resolution
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raw_fallback, observed 2026-08-06T20:10:44.690446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation b7876b0f-c642-4095-ba1e-386571a5569b · outbound

This paper cites R., Stevenson, M., Busby, J.

Advancing network resilience theories with symbolized reinforcement learning R., Stevenson, M., Busby, J

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.676903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 2692f0f1-068a-45ff-afa2-7a341f60d01d · outbound

This paper cites & Bascompte, J.

Advancing network resilience theories with symbolized reinforcement learning & Bascompte, J

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.662468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation f1b27c02-05a2-4f9a-be3a-00732891e589 · outbound

This paper cites & Havlin, S.

Advancing network resilience theories with symbolized reinforcement learning & Havlin, S

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.649004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.234997Z digest=sha256:d585120c43dab42a48a126fb2df9a79ac994d6de9561e1de490787bbb73a15c9

Observation 2f19899b-d699-4c43-92dd-302f5c29c735 · outbound

This paper cites M., Moreira, A.

Advancing network resilience theories with symbolized reinforcement learning M., Moreira, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.634404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 8931cad8-a01e-4d11-9424-89b96a88f84c · outbound

This paper cites & Kasmi, C.

Advancing network resilience theories with symbolized reinforcement learning & Kasmi, C

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.618562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.246267Z digest=sha256:59a7640e4bb13026a94c0936d6d9a57fa5afee2f9ab7a9e531a8f33a2ebdc0d2

Observation a8f002ec-d431-4444-9aee-0d9119348ed7 · outbound

This paper cites & Albert, R.

Advancing network resilience theories with symbolized reinforcement learning & Albert, R

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.604750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation dc904c5d-e2db-414f-8cea-49df29dc1df1 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.589440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 7b6f5b81-1f29-4f81-b830-5daf057832df · outbound

This paper cites & Barabási, A.-L.

Advancing network resilience theories with symbolized reinforcement learning & Barabási, A.-L

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.571767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.260834Z digest=sha256:a0cb79c8e9a8f13a58312291ba0181d56b44c1eb65c2c9711cd062b50e93332a

Observation 20c8d2e3-f66c-414c-9e26-7ba855be8c62 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.558219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 22f41b31-96ef-40c6-945d-9a7c2de90152 · outbound

This paper cites S., Newman, M.

Advancing network resilience theories with symbolized reinforcement learning S., Newman, M

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.544210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.271205Z digest=sha256:a175caae1ef356f0ca4d8e3077a26d5c53674f86d6c4aed4c5d1541c8a4dcc5a

Observation 9653f288-fa6c-4f65-916e-138cbcd0ae92 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.529463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 1a6646f4-0f0e-45d6-933b-0ebd3317cd47 · outbound

This paper cites & Luong, T.

Advancing network resilience theories with symbolized reinforcement learning & Luong, T

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T20:10:44.280409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:10:44.280409Z digest=sha256:467111d9afce4fd41d1d872d5f2679c50f010abe3037f1d64f0216d22c520441

Observation 6dd250fc-093e-4a34-b40b-bb6cfdcab40e · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.514681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:10:44.285815Z digest=sha256:ea2ed160a22fa5d148fdaf1e6c3703f80f0ad3a81acd2df334cdfcebee9fc8ee

Observation 70d63b82-9cf1-4b38-be0d-df45e9892c4e · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T20:10:44.290307Z

Source-reported events for the cited work

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Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 39

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Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

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Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 41

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Advancing network resilience theories with symbolized reinforcement learning Proximal Policy Optimization Algorithms

Reference 42

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Reference 43

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Advancing network resilience theories with symbolized reinforcement learning Symbolic Regression is NP-hard

Reference 44

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Advancing network resilience theories with symbolized reinforcement learning Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl

Reference 45

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AutoSND: From Execution Evidence to Structural Policies for Automated Network Dismantling Heuristic Discovery cites this paper.

AutoSND: From Execution Evidence to Structural Policies for Automated Network Dismantling Heuristic Discovery Advancing network resilience theories with symbolized reinforcement learning

Reference 31

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