Pith. sign in

Paper Citation Record · LEDGER

Advancing network resilience theories with symbolized reinforcement learning

As of 14 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 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.119337Z digest=sha256:9e039a660b8fbc257d32f2202bb0c2e2e67f0c1e0a3ba6be8c92f26185742023

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.124362Z digest=sha256:a8e230908ecf3bcd13e0fc1bff3860f5a2762861d0291d0f25688e985ea67095

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.128565Z digest=sha256:165cba73792fce19bb9dc10a19bc9254646761a3776f66988b4b4ef3b935c7c8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.133183Z digest=sha256:ab83f33c9d2c5d3ad262dc1f1119b316901eca22dd7f31ce5cca6f8493d400cc

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.137896Z digest=sha256:35f5ec1881a613f76606baa279c37f9adb40a5bc9208de07943e07064f3102d5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.142923Z digest=sha256:6311436e3af0e0408451a40b44b511913bbdd46e57bc6351d23d3c472f888cc6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.147386Z digest=sha256:ee9a6eb1466bcef3cf75ae81bba23b454459b909e616cc1c93470664893dea98

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.151450Z digest=sha256:e224c11b1bbc772602cf42140e244fe8d9f152cb96d3e2cdd6a9473fbacf9e78

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.155674Z digest=sha256:56b8c73ae35d8245d56a29ba4107daebb1cffac13c1d0f6877f726a7763ce3da

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.159945Z digest=sha256:62aeb4ad57e174a45c7e18e863759948a22483a2411e768cd28934b5369cbbaf

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
unresolved
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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.164585Z digest=sha256:d04c08d45adb303b65fe17a35f4cd615b090d7111d6cbbf9df98e6f0dc52ed0f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.169218Z digest=sha256:b4c673983b3d1b9fa69e9e4549e4989296b4ab10deaf1ce192f2e2fd5e6bc3b8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.173827Z digest=sha256:53fd65cd844cef31a05db7dcd69d7bbbe3be6f208cf935b7ab8f76dd6867b87a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.178185Z digest=sha256:ecfa9a49bb36cf0e5800b3c27ceb56c32b7da09a00ff11d59fd29fb3fa42d7cd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.182431Z digest=sha256:656d4e902bdc564c20e59aa106669f54ccea75048cad3e3bf47423b29cd30c64

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.186980Z digest=sha256:e18009cb05bed1390389042acdbef161ebf0755486ad9db2c1c1ab2dc1ac5d2d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.192262Z digest=sha256:69c938faa99660a16f47b1d5eebb9bfcfa21c8bf46696fcd565d63568542cf73

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.196807Z digest=sha256:2613a77f298664aec5376b1918538f94fd139adde1f240ce4c43d0b0462c1857

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.201290Z digest=sha256:3254128d11e3376d3506eb82a94c3d62d10356bf125421aea1eafa95571a0550

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.206475Z digest=sha256:09715b4ec8f5c8d5d45c1e3a20c32544d9ec1113d9f35e13f4df6e9fd8a2a266

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.211591Z digest=sha256:e2623c19d1b06f767197614641e0bbb885a74e8d5cfce6d17e9d502d7967a572

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.215889Z digest=sha256:ff58498a15dc09dc1dc20a60c374751b6470e1ae5f4995d01f5cb8126c3668c3

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
verified fuzzy
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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.220407Z digest=sha256:be1763ddfcdf0f20cd70f094f325734690f0643e2ab846744eb810719daac715

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.225302Z digest=sha256:6f36662122477632a5257f50fa973a1d5eb4bb6afd17f97d13e6978faf5ee1be

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.229975Z digest=sha256:47977305bdb6bbf57bb46d8338484a5087a9626822149f93f9a60f9c9086bd05

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.234997Z digest=sha256:f2ca0d104fe44f2aafd473bcc1e8e456d881d7afec40f5d7725325ebde78c792

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.240763Z digest=sha256:3c3e6124de2df299e9992abb6f67546a75f84c0d95e9ae1ae96ff10c005e8a72

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.246267Z digest=sha256:f1963d8d01adcb981e9862c26c924ede4a1031cc8f9e41859c53359f96e4d553

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.250765Z digest=sha256:1221f95dec9ef5dd1d322e8073993479509386e2ce0fa4a3585c29a3950b3f7c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.255610Z digest=sha256:633e4608426186272f4a9732cef0453fe00f2f4776bf95c9af90b3aadf98bf46

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.260834Z digest=sha256:62e7395adaffa80b130c01d7880f561bef4d254b4ce251a4b69e6270b5398f74

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.265572Z digest=sha256:25b3e41c5a8ea40d76e5ac3675b4fdc4891f9cd2071b9c94285494b697cb660a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.271205Z digest=sha256:9837d7f519fd1d27da8923ba733da36c3227f8b51e57b01741722fa46c3f298d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.276065Z digest=sha256:047216becf9a42fc3e39722a3de43982f5715963c57cae4cc71c5e86ec60e9ff

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T20:10:44.285815Z digest=sha256:1aa87d14a6a26580803c8af3a96d2e932c788d61f78a1a9176c16f5fae1d6dac

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:10:44.290307Z digest=sha256:f9284fed19f9ac522cdc765e2d9db126066591b7e52619319b8b0bd1af22a334

Observation 2cd7fddd-a688-43f1-b099-a7f8bd1a2979 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.487681Z

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=2026-08-06T20:10:44.295475Z digest=sha256:8217cfa70ef9b589397ae7f4aa0eb6116de6326940246c98d38e4abdefbcad18

Observation be853a5a-cb31-4435-a674-c1bcddd26151 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.472224Z

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=2026-08-06T20:10:44.299877Z digest=sha256:f68c8ab266fa70e4793bc6f2e4a435c31388049072325718c6b3bd79d0e621d4

Observation c2ea0ded-b5b1-4df5-9fac-cc017c8b2fe3 · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.457086Z

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=2026-08-06T20:10:44.304626Z digest=sha256:509c84d46998bbad4511975ccf879374da98ff25b5c0fe160d4f99bbb22374a6

Observation 6b64d421-ac42-4dad-b1af-76dd29dfa80f · outbound

This paper cites an unresolved cited work.

Advancing network resilience theories with symbolized reinforcement learning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:10:44.442801Z

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=2026-08-06T20:10:44.309678Z digest=sha256:7c292a38d6610f41374b70461d0cacf808b9564a99e72344261b9044b54c0e1e

Observation 3c0f2777-f9dd-46f8-a2f4-644f8d1bdb62 · outbound

This paper cites Proximal Policy Optimization Algorithms.

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

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T20:10:44.314774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:10:44.314774Z digest=sha256:1f7098696dbc9d1316da80384695bfb40a75ea266c0028e8ad742b226c32b0a8

Observation 91988b7e-5101-42db-be1f-92af7b4ad35b · outbound

This paper cites & Leskovec, J.

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

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:10:44.428132Z

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=2026-08-06T20:10:44.326628Z digest=sha256:c68d0ad2e511ef5f4438da23ce5533f6453085f672d7487b4fd9d790a821fae7

Observation cf6ac84e-6953-4c0e-88db-7ebf586aa211 · outbound

This paper cites Symbolic Regression is NP-hard.

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

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T20:10:44.331834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:10:44.331834Z digest=sha256:81af8900b8915470315c7747870486aa734b658f1126063a44c5f33885705ed8

Observation a64d9fbb-0d83-4c20-8cbd-e5f82fcf4190 · outbound

This paper cites Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl.

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

Reference 45

Resolution
malformed identifier
no resolver link, observed 2026-08-06T20:10:44.336570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:10:44.336570Z digest=sha256:5f6b05e69c3222a02e870417fc94632b6f4e0bfe33ca364d4bf8b23b720cbb40

Pith citing papers

Observation e9f60f24-4198-4576-a12a-fb5d4c5930ca · inbound

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

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:18:35.706284Z

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=2026-08-05T15:18:34.097458Z digest=sha256:823547e040305378429ffc20800b7e5d78d5e4b5063fb2a4bfb4cff789af963b