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Revising Beliefs and Intentions in Stochastic Environments

Title: Revising Beliefs and Intentions in Stochastic Environments
Authors: Motamed, Nima; Alechina, Natasha; Dastani, Mehdi; Doder, Dragan; Sub Intelligent Systems; Intelligent Systems; Larson, Kate
Publication Year: 2024
Subject Terms: Taverne; Artificial Intelligence
Description: The development of autonomous agents operating in dynamic and stochastic environments requires theories and models of how beliefs and intentions are revised while taking their interplay into account. In this paper, we initiate the study of belief and intention revision in stochastic environments, where an agent's beliefs and intentions are specified in a decidable probabilistic temporal logic. We then provide general Katsuno & Mendelzon-style representation theorems for both belief and intention revision, giving clear semantic characterizations of revision methods.
Document Type: book part
File Description: application/pdf
Language: English
ISSN: 1045-0823
Relation: https://dspace.library.uu.nl/handle/1874/482339
Availability: https://dspace.library.uu.nl/handle/1874/482339
Rights: info:eu-repo/semantics/OpenAccess
Accession Number: edsbas.F387BA16
Database: BASE