Name: Acting, Planning, and Learning (en Inglés)
Price: 170.79 USD
Availability: InStock
Author: Malik Ghallab; Dana Nau; Paolo Traverso
ISBN: 9781009579384

portada Acting, Planning, and Learning (en Inglés)

Acting, Planning, and Learning (en Inglés)

Formato

Libro Físico

Editorial

Cambridge University Press

Autor

Malik Ghallab; Dana Nau; Paolo Traverso

Idioma

Inglés

N° páginas

632

Encuadernación

Tapa Dura

ISBN13

9781009579384

Acting, Planning, and Learning (en Inglés)

Malik Ghallab; Dana Nau; Paolo Traverso (Autor) · Cambridge University Press · Tapa Dura

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Reseña del libro "Acting, Planning, and Learning (en Inglés)"

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.