Algorithms for Decision Making - by Mykel J Kochenderfer & Tim A Wheeler & Kyle H Wray (Hardcover)

Product Description

Book Synopsis A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them. Automated decision-making systems or decision-support systems--used in applications that range from aircraft collision avoidance to breast cancer screening--must be designed to account for various sources of uncertainty while carefully balancing multiple objectives. This textbook provides a broad introduction to algorithms for decision making under uncertainty, covering the underlying mathematical problem formulations and the algorithms for solving them. The book first addresses the problem of reasoning abou…