Mykel Kochenderfer, Tim Wheeler, and Kyle Wray
This book provides a broad introduction to algorithms for decision making under uncertainty. We cover a wide variety of topics related to decision making, introducing the underlying mathematical problem formulations and the algorithms for solving them.
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Book webpage: https://algorithmsbook.com