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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 19 / Book One

Conservative Belief Revision

February 1, 2023

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Abstract:

A standard assumption underlying traditional accounts of belief change is the principle of minimal change, that an agent’s belief state should be modified minimally to incorporate new information. In this paper we introduce a novel account of belief change in which the agent’s belief state is modified minimally to incorporate exactly the new information. Thus a revision by p V q will result in a new belief state in which p v q is believed, but a stronger proposition (such as p & q) is not, regardless of the initial form of the belief state. This form of belief change is termed conservative belief change and corresponds to a Gricean interpretation of the input formula. We investigate belief revision in this framework, and provide a representation result between a set of postulates characterising this form of belief change and a construction in terms of systems of spheres. This approach is extended to that of belief revision with respect to a specified context. Last, we show how this approach resolves a longstanding problem in belief revision.

Authors

James P. Delgrande

Abhaya C. Nayak

and Maurice Pagnucco

DOI:


Topics: AAAI

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HOW TO CITE:

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco Conservative Belief Revision Proceedings of the AAAI Conference on Artificial Intelligence, 19 (2004) 251.

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco Conservative Belief Revision AAAI 2004, 251.

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco (2004). Conservative Belief Revision. Proceedings of the AAAI Conference on Artificial Intelligence, 19, 251.

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco. Conservative Belief Revision. Proceedings of the AAAI Conference on Artificial Intelligence, 19 2004 p.251.

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco. 2004. Conservative Belief Revision. "Proceedings of the AAAI Conference on Artificial Intelligence, 19". 251.

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco. (2004) "Conservative Belief Revision", Proceedings of the AAAI Conference on Artificial Intelligence, 19, p.251

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco, "Conservative Belief Revision", AAAI, p.251, 2004.

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco. "Conservative Belief Revision". Proceedings of the AAAI Conference on Artificial Intelligence, 19, 2004, p.251.

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco. "Conservative Belief Revision". Proceedings of the AAAI Conference on Artificial Intelligence, 19, (2004): 251.

James P. Delgrande|| Abhaya C. Nayak|| and Maurice Pagnucco. Conservative Belief Revision. AAAI[Internet]. 2004[cited 2023]; 251.


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