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The Goal after Tomorrow: Offline Goal Reasoning with Norms.

Authors :
Pardo, Pere
Straßer, Christian
Source :
Journal of Artificial Intelligence Research; 2024, Vol. 80, p1703-1759, 57p
Publication Year :
2024

Abstract

Recent studies have focused on autonomous agents that select their own goals and then select actions to achieve these goals, using online Goal Reasoning (GR). GR agents can revise goals and plans at execution time if unexpected outcomes occur. However, for ethical or legal agent design, even the partial execution of an online plan may result in foreseeable norm violations. To prevent these violations, it is crucial to incorporate GR already at the planning phase. To this end, we design an offline GR system that can harbour normative systems or deontic logics for goal generation. Our main results include a characterization and comparison of the completeness classes for a variety of offline GR planners, and a discussion of the irreducibility of offline GR to pure planning methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10769757
Volume :
80
Database :
Supplemental Index
Journal :
Journal of Artificial Intelligence Research
Publication Type :
Academic Journal
Accession number :
180396796