文件名称：Intelligent Techniques for Planning
文件大小：5.34MB
文件格式：PDF
更新时间：2021-07-05 08:05:18
planning AI algorithm
The Intelligent Techniques for Planning presents a number ofmodern approaches to the area of automated planning. Theseapproaches combine methods from classical planning such as theconstruction of graphs and the use of domain-independent heuristicswith techniques from other areas of artificial intelligence. Thisbook discuses, in detail, a number of state-of-the-art planningsystems that utilize constraint satisfaction techniques in order todeal with time and resources, machine learning in order to utilizeexperience drawn from past runs, methods from knowledge systems formore expressive representation of knowledge and ideas from otherareas such as Intelligent Agents. Apart from the thorough analysisand implementation details, each chapter of the book also providesextensive background information about its subject and presents andcomments on similar approaches done in the past.