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Answer Set Planning: A Survey

Tran Cao Son, Enrico Pontelli, Marcello Balduccini, Torsten Schaub

2022Theory and Practice of Logic Programming22 citationsDOI

Abstract

Abstract Answer Set Planning refers to the use of Answer Set Programming (ASP) to compute plans , that is, 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.

Topics & Concepts

Answer set programmingComputer scienceSet (abstract data type)ScalabilityState (computer science)Management scienceOperations researchAlgorithmProgramming languageDatabaseMathematicsEngineeringLogic, Reasoning, and KnowledgeMulti-Agent Systems and NegotiationAI-based Problem Solving and Planning
Answer Set Planning: A Survey | Litcius