The Logic of Adaptive Behavior: Knowledge Representation and Algorithms for Adaptive Sequential Decision Making Under Uncertainty in First-order and Relational Domains: v. 192 - Rilegato

Rilegato

ISBN 10: 1586039695 ISBN 13: 9781586039691

Casa editrice: Ios Pr Inc, 2009

Riassunto

Otterlo (computer science, Katholieke U. Leuven, Belgium) has synthesized the published literature on the practice since it began in 1998, keeping his eye always on the end product--a useful reference for researchers--rather than on maintaining a consistent and scientifically rigorous method of compression and summary. Moving from learning sequential decision-making under uncertainty to using it in the first-order setting, he covers concepts and algorithms of Markov decision processes (MDP); generalization and abstraction in them; reasoning, learning, and acting in worlds with objects; model-free and model-based algorithms for relational MDPs; and sapience, models, and hierarchy. Annotation ©2009 Book News, Inc., Portland, OR (booknews.com)

Dettagli dell?edizione

• Editore: Ios Pr Inc
• Data di pubblicazione: 2009
• Lingua: Inglese
• ISBN 10: 1586039695
• ISBN 13: 9781586039691
• Rilegatura: Copertina rigida
• Numero di pagine: 489
• Redattore: Otterlo Martijn Van
• Contatto del produttore: non disponibile