Answer Set Planning refers to the use of Answer Set Programming (ASP) to compute plans, i.e., solutions to planning problems, that transform a given state of the world to another state. The development of efficient and scalable answer set solvers has provided a significant boost to the development of ASP-based planning systems. This paper surveys the progress made during the last two and a half decades in the area of answer set planning, from its foundations to its use in challenging planning domains. The survey explores the advantages and disadvantages of answer set planning. It also discusses typical applications of answer set planning and presents a set of challenges for future research.
翻译:“问答设定规划”是指使用“问答设定方案”(ASP)来计算计划,即将世界特定状态转变为另一个状态的规划问题解决方案; 开发高效且可扩展的响应成套解决方案,极大地推动了基于“问答”的规划系统的开发; 本文件从基础到具有挑战性的规划领域的使用,对过去25年在“问答设定”规划领域取得的进展进行了调查; 调查探讨了答案组合规划的利弊; 还讨论了“问答组合”规划的典型应用,并对未来研究提出了一系列挑战。