A New Approach to Probabilistic Belief Change

Rens, Gavin and Meyer, Thomas (2015) A New Approach to Probabilistic Belief Change, Proceedings of International Florida AI Research Society Conference, 18-20 May 2015, Hollywood, Florida, USA, 582-587, AAAI Press.

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One way for an agent to deal with uncertainty about its beliefs is to maintain a probability distribution over the worlds it believes are possible. A belief change operation may recommend some previously believed worlds to become impossible and some previously disbelieved worlds to become possible. This work investigates how to redistribute probabilities due to worlds being added to and removed from an agent’s belief-state. Two related approaches are proposed and analyzed.

Item Type: Conference paper
Subjects: Computing methodologies > Artificial intelligence
Date Deposited: 18 Aug 2016
Last Modified: 10 Oct 2019 15:32
URI: http://pubs.cs.uct.ac.za/id/eprint/1089

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