F
Fahiem Bacchus
Researcher at University of Toronto
Publications - 156
Citations - 9342
Fahiem Bacchus is an academic researcher from University of Toronto. The author has contributed to research in topics: Backtracking & Solver. The author has an hindex of 53, co-authored 155 publications receiving 9000 citations. Previous affiliations of Fahiem Bacchus include University of Waterloo & University of Washington.
Papers
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Learning bayesian belief networks: an approach based on the mdl principle
Wai Lam,Fahiem Bacchus +1 more
TL;DR: A new approach for learning Bayesian belief networks from raw data is presented, based on Rissanen's minimal description length (MDL) principle, which can learn unrestricted multiply‐connected belief networks and allows for trade off accuracy and complexity in the learned model.
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Using temporal logics to express search control knowledge for planning
Fahiem Bacchus,Froduald Kabanza +1 more
TL;DR: This work shows how domain dependent search control knowledge can be represented in a temporal logic, and then utilized to effectively control a forward-chaining planner.
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Representing and reasoning with probabilistic knowledge
TL;DR: This thesis presents a logical formalism for representing and reasoning with probabilistic knowledge which offers combined, interacting, but still clearly separated, plausible inductive inference and sound deductive inference.
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Representing and reasoning with probabilistic knowledge: a logical approach to probabilities
TL;DR: This book explores logical formalisms for representing and reasoning with probabilistic information that will be of particular value to researchers in nonmonotonic reasoning, applications of probabilities, and knowledge representation.
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Planning for temporally extended goals
Fahiem Bacchus,Froduald Kabanza +1 more
TL;DR: In this article, a temporal logic for specifying temporally extended goals is presented, allowing the representation of a range of temporally-extended goals, including classical goals, goals with temporal deadlines, quantified goals (with both universal and existential quantification), safety goals, and maintenance goals.