Paper Citation Record · LEDGER

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning

As of 11 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2501.08020.

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

pith.paper-citation-record.v1
2501.08020 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:35:48.250556Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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 exact2
verified fuzzy5
unresolved20
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7996ce77-c54c-471e-9e65-aba0af3a86bb · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.645311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f32fd763-4af4-478c-9037-997a626496ca · outbound

This paper cites European Journal of Operational Research 291, 296–308.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning European Journal of Operational Research 291, 296–308

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:48.623263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0d182b5f-28a5-4b2d-ad5d-445961627144 · outbound

This paper cites doi:10.24251/HICSS.2019.076.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning doi:10.24251/HICSS.2019.076

Reference 16

Resolution: verified exact; doi, observed 2026-08-10T20:35:48.288372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7765e9a3-354c-466c-a6e0-ba91a28c724c · outbound

This paper cites Applied Geography 86, 255–261.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Applied Geography 86, 255–261

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:48.538036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bb81ae48-dc6b-46c5-bfdb-8b2a58dec010 · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.526350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b2b44c1c-d25b-474c-84e6-7a30e63275c9 · outbound

This paper cites The StarCraft Multi-Agent Challenge.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.222268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3b6855b-8eaf-42f7-a9e6-77c5c857abbf · outbound

This paper cites Proximal Policy Optimization Algorithms.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.230510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d31fd40-befe-45f5-b3a4-178effbe4287 · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.514311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3058e07d-a42c-4aab-ba1e-a1e42edbefd3 · outbound

This paper cites Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.237860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdf35cf2-6ce4-4eb4-ba17-397358a2b238 · outbound

This paper cites Artificial Intelligence 195, 63–105.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Artificial Intelligence 195, 63–105

Reference 26

Resolution: malformed identifier; no resolver link, observed 2026-08-10T20:35:48.242220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 752f21f9-1113-413e-b597-eeb5794dbdd7 · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.502920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 803600ed-0a8f-400e-8cfa-7703b2e8c208 · outbound

This paper cites Centralized Model and Exploration Policy for Multi-Agent RL.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Centralized Model and Exploration Policy for Multi-Agent RL

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.250556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 241370df-8b46-4934-a0d6-668176c7cac4 · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 1129

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.226085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed5141ec-f100-4d05-8794-b7067dfe9e99 · outbound

This paper cites IEEE /WIC/ACM International Conference on Intelligent Agent Technology, 2004.(IAT 2004)., IEEE.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning IEEE /WIC/ACM International Conference on Intelligent Agent Technology, 2004.(IAT 2004)., IEEE

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:48.657230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 72f91607-5b4a-4dc4-8dad-abf5770fc76c · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2009

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.634592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c700a14d-92d5-4aef-b54f-df85ac19e03e · outbound

This paper cites 1271–1276.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning 1271–1276

Reference 2010

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:48.549888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0be43ecb-317d-4ef0-a7b0-094c3093b5aa · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2013

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.563265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4242a89e-ab95-4b23-84d7-0ce0dc5d6f23 · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.150777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 087574f9-b042-4c4b-8c74-48a5c783b4a4 · outbound

This paper cites Continuous control with deep reinforcement learning.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Continuous control with deep reinforcement learning

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.180158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98199ae7-7bdc-42b3-b972-7de5661e49ae · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.601246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 92058653-bfa6-4e51-871b-c48b8814e650 · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.576919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aaf138ed-b1fb-4077-89c6-839e95ee1f94 · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.196093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7399f02a-18a5-422e-b456-21477c64444b · outbound

This paper cites Decision Support Systems 119, 107–117.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Decision Support Systems 119, 107–117

Reference 2019

Resolution: verified exact; doi, observed 2026-08-10T20:35:48.300774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3a2c9276-320d-4364-a4c6-69d969b59f36 · outbound

This paper cites Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.155329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcebf7f5-855e-40ff-831a-13a4bb237aaf · outbound

This paper cites Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:48.172166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7d88f1-59d1-41e3-a418-5398908410a1 · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.612065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 538fdef1-66be-4e2c-b2dd-a47773e4ab6e · outbound

This paper cites an unresolved cited work.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:48.668883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5fef1973-c799-46e6-b9b5-6b7dea01cb8f · outbound

This paper cites M ´alaga — datosa- biertos.malaga.eu.

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning M ´alaga — datosa- biertos.malaga.eu

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:35:48.589477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.