Reinforcement learning approach to solve dynamic bi-objective police patrol dispatching and rescheduling problem

• Main Authors: JOE, Waldy, LAU, Hoong Chuin, PAN, Jonathan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Dynamic Vehicle Routing Problem; Reinforcement Learning; Police Patrol; Scheduling; Bi-Objective; Artificial Intelligence and Robotics; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7739; https://ink.library.smu.edu.sg/context/sis_research/article/8742/viewcontent/19831_Article_Text_23844_1_2_20220613.pdf
• Institution: Singapore Management University

Police patrol aims to fulfill two main objectives namely to project presence and to respond to incidents in a timely manner. Incidents happen dynamically and can disrupt the initially-planned patrol schedules. The key decisions to be made will be which patrol agent to be dispatched to respond to an...