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Heuristic Search as Evidential Reasoning

uncertainty in artificial intelligence, (2013)

Cited: 76|Views25
EI

Abstract

BPS, the Bayesian Problem Solver, applies probabilistic inference and decision-theoretic control to flexible, resource-constrained problem-solving. This paper focuses on the Bayesian inference mechanism in BPS, and contrasts it with those of traditional heuristic search techniques. By performing sound inference, BPS can outperform tradi...More

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