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Belief Revision in the Context of Abductive Explanation (1992)
Siddarth Subramanian
This proposal presents an approach to explanation that incorporates the paradigms of belief revision and abduction. We present an algorithm that combines these techniques and a system called BRACE that is a preliminary implementation of this algorithm. We show the applicability of the BRACE approach to a wide range of domains including scientific discovery, device diagnosis and plan recognition. Finally, we describe our proposals for a new implementation, new application domains for our system and extensions to this approach.
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Citation:
Technical Report AI92-179, Artificial Intelligence Laboratory, University of Texas.
Bibtex:
@TechReport{subramanian:tr92, title={Belief Revision in the Context of Abductive Explanation}, author={Siddarth Subramanian}, number={AI92-179}, month={December}, address={Austin, TX}, institution={Artificial Intelligence Laboratory, University of Texas}, url="http://www.cs.utexas.edu/users/ai-lab?subramanian:tr92", year={1992} }
People
Siddarth Subramanian
Ph.D. Alumni
sid [at] intellilearn com
Areas of Interest
Abduction
Machine Learning
Labs
Machine Learning