发明名称 OPTIMIZED ARTIFICIAL INTELLIGENCE MACHINES THAT ALLOCATE PATROL AGENTS TO MINIMIZE OPPORTUNISTIC CRIME BASED ON LEARNED MODEL
摘要 An optimized artificial intelligence machine may: receive information indicative of the times, locations, and types of crimes that were committed over a period of time in a geographic area; receive information indicative of the number and locations of patrol agents that were patrolling during the period of time; build a learning model based on the received information that learns the relationships between the locations of the patrol agents and the crimes that were committed; and determine whether and where criminals would commit new crimes based on the learning model and a different number of patrol agents or locations of patrol agents. The optimized artificial intelligence machine may determine an optimum location of a pre-determined number of patrolling agents to minimize the number or seriousness of crimes in a geographic area based on the learned model of the relationships between the locations of the patrol agents and the crimes that were committed, and may automatically activate or position one or more of the patrolling agents in accordance with the determination.
申请公布号 US2016321563(A1) 申请公布日期 2016.11.03
申请号 US201615144184 申请日期 2016.05.02
申请人 Sinha Arunesh;Tambe Milind;Zhang Chao 发明人 Sinha Arunesh;Tambe Milind;Zhang Chao
分类号 G06N99/00;G06Q50/26 主分类号 G06N99/00
代理机构 代理人
主权项 1. A non-transitory, tangible, computer-readable storage media containing a program of instructions that converts a computer system having a processor when running the program of instructions into an optimized artificial intelligence machine that: receives information indicative of the times, locations, and types of crimes that were committed over a period of time in a geographic area; receives information indicative of the number and locations of patrol agents that were patrolling during the period of time; builds a learning model based on the received information that learns the relationships between the locations of the patrol agents and the crimes that were committed; and determines whether and where criminals would commit new crimes based on the learning model and a different number of patrol agents or locations of patrol agents.
地址 Glendale CA US