Artificial intelligence : foundations of computational agents / David L. Poole, Alan K. Mackworth
Imprint
New York : Cambridge University Press, 2010
Descript
xvii, 662 p. : ill. ; 26 cm
CONTENT
Artificial intelligence and agents -- Agent architectures and hierarchical control -- States and searching -- Features and constraints -- Propositions and inference -- Reasoning under uncertainty -- Learning: overview and supervised learning -- Planning with certainty -- Planning under uncertainty -- Multiagent systems -- Beyond supervised learning --Individuals and relations -- Ontologies and knowledge-based systems -- Relational planning, learning and probabilistic reasoning -- Retrospect and prospect -- Mathematical preliminaries and notation