Paper Citation Record · LEDGER

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2507.05534.

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

pith.paper-citation-record.v1
2507.05534 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:27:22.979061Z

measured 28 of 28 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

28 of 28 outbound references displayed

verified exact1
verified fuzzy6
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00517a1a-e46c-4fc9-aae8-8fdfefca4cdb · outbound

This paper cites Cyber Operations Research Gym.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Cyber Operations Research Gym

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:27:23.353324Z

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 a988cd08-cca4-42dc-bb88-cf4373a46481 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:27:22.890237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e33eb6-c652-4ffb-a1ad-8e8f7fe19f8a · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.344024Z

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 9e26f674-0dfe-4315-9000-9088a0216eea · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.335250Z

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 730ba450-d541-4bb2-89e5-7b1eddd6c773 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.326172Z

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 f8d69fc7-f758-4911-b2d5-9e2fbf2864a8 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.317148Z

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 c0ea656f-472f-4f54-ac2a-9c3113062bfc · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.308630Z

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 79b78098-2872-4b3c-925b-e15d9348be91 · outbound

This paper cites Goldberg.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Goldberg

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:27:23.299689Z

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 3aae3867-dfb0-48e7-b388-99f40590dabd · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.290459Z

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 fa0919f8-cff3-4ef9-8b55-555d3542edc3 · outbound

This paper cites Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:27:22.919085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5687e292-0141-46c3-a046-22b19b0ce4bf · outbound

This paper cites Harris and Daniel R.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Harris and Daniel R

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:27:23.279053Z

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 81c7b6f8-9533-42b8-8114-26c45c3b2b95 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.268988Z

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 abbe7865-a12e-4a41-ae0f-d01757b2113c · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.258818Z

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 b123236b-7c41-4cde-a30d-521da25cf62d · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.248554Z

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 1111e01f-00f5-465f-9db2-d849fe8342dd · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.239032Z

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 7fdf86e5-8d61-4853-8535-da306e0b76a9 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:27:22.939669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c82416df-37a9-4939-b324-efd02dd7a86b · outbound

This paper cites Evolving Assembly Code in an Adversarial Environment.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Evolving Assembly Code in an Adversarial Environment

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:27:23.023329Z

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 89e1d7bd-0938-46f7-a7bc-2ed5df212f5d · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.222431Z

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 248196c0-fdd6-4fe6-8437-a84d2c2a4ae8 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.212019Z

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 47d3985b-ddf9-4f44-aaf8-d9c2a48c5432 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.202000Z

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 75abf8ce-dfde-4826-a616-bbb8510192aa · outbound

This paper cites Paul Wiegand, and Edwin D.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Paul Wiegand, and Edwin D

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T19:27:22.956298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3803305-28d7-48fe-88e7-57a47d27de49 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T19:27:22.959179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb67ebc-1961-48ac-85f9-bd62d7dd9eb2 · outbound

This paper cites Tauritz, and Alexander D.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Tauritz, and Alexander D

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:27:23.180480Z

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 f0726758-c175-4852-a7b0-df7387467205 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:27:23.171518Z

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 7d6eabce-6ad0-4b21-8b40-a1b701fbaf73 · outbound

This paper cites an unresolved cited work.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:27:22.969354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62630600-1db2-4051-a87a-5d9bdd973096 · outbound

This paper cites Smith, Ayse Nur Zincir-Heywood, Malcolm I.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Smith, Ayse Nur Zincir-Heywood, Malcolm I

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:27:23.156039Z

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 9ed7761e-fe96-4e48-993f-577c9ffaecf7 · outbound

This paper cites CybORG: A Gym for the Development of Autonomous Cyber Agents.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics CybORG: A Gym for the Development of Autonomous Cyber Agents

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:27:22.975667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63110d2c-2c70-4742-85c3-14f04207c50d · outbound

This paper cites def select_action_and_target(observation, name):.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics def select_action_and_target(observation, name):

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:27:23.146443Z

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.