Online Read Ebook Acting Planning and Learning by Malik Ghallab Dana Nau Paolo Traverso Michela Milano
Free ebooks download txt format Acting, Planning, and Learning English version by Malik Ghallab, Dana Nau, Paolo Traverso, Michela Milano FB2 9781009579384
Acting, Planning, and Learning Malik Ghallab, Dana Nau, Paolo Traverso, Michela Milano ebook
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.
Modified at 2025-08-26 01:48:40