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Fall 2024
This thesis empirically investigates the comparative ease of learning policies and heuristics for bidirectional versus unidirectional search in satisficing classical planning. Our research explores the potential advantages of bidirectional search in terms of learnability and efficiency of the...
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Revisiting the Theory and Practice of Bidirectional and Suboptimal Heuristic Search Algorithms
DownloadFall 2022
Heuristic Search is a general problem-solving method widely used in artificial intelligence (AI). This thesis presents contributions to heuristic search, including contributions to bidirectional optimal search and unidirectional suboptimal search. For bidirectional optimal search, this thesis...