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portada Acting, Planning, and Learning
Type
Physical Book
Publisher
Author
Language
English
Pages
632
Format
Hardcover
ISBN13
9781009579384

Acting, Planning, and Learning

Malik Ghallab; Dana Nau; Paolo Traverso (Author) · Cambridge University Press · Hardcover

Acting, Planning, and Learning - Malik Ghallab; Dana Nau; Paolo Traverso

New Book Imported to Netherlands
Delivery: 23 Sep - 25 Sep Shipping: 5 to 6 business days.
€ 156,02
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Synopsis "Acting, Planning, and Learning"

AI's next big challenge is to master the cognitive abilities needed by intelligent agents that perform actions. Such agents may be physical devices such as robots, or they may act in simulated or virtual environments through graphic animation or electronic web transactions. This book is about integrating and automating these essential cognitive abilities: planning what actions to undertake and under what conditions, acting (choosing what steps to execute, deciding how and when to execute them, monitoring their execution, and reacting to events), and learning about ways to act and plan. This comprehensive, coherent synthesis covers a range of state-of-the-art approaches and models -deterministic, probabilistic (including MDP and reinforcement learning), hierarchical, nondeterministic, temporal, spatial, and LLMs -and applications in robotics. The insights it provides into important techniques and research challenges will make it invaluable to researchers and practitioners in AI, robotics, cognitive science, and autonomous and interactive systems.

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