Artificial Intelligence: A New Synthesis
Autor Nils J. Nilssonen Limba Engleză Paperback – 16 apr 1998
- An evolutionary approach provides a unifying theme
- Thorough coverage of important AI ideas, old and new
- Frequent use of examples and illustrative diagrams
- Extensive coverage of machine learning methods throughout the text
- Citations to over 500 references
- Comprehensive index
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Specificații
ISBN-13: 9781558605350
ISBN-10: 1558605355
Pagini: 513
Dimensiuni: 175 x 245 x 29 mm
Greutate: 0.89 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 1558605355
Pagini: 513
Dimensiuni: 175 x 245 x 29 mm
Greutate: 0.89 kg
Editura: ELSEVIER SCIENCE
Cuprins
Reactive Machines. Neural Networks. Machine Evolution. State Machines. Robot Vision. Search in State Spaces. Agents that Plan. Uninformed Search. Heuristic Search. Planning, Acting and Learning. Alternative Search. Knowledge Representation and Reasoning. The Propositional Calculus. The Predicate Calculus. Knowledge-based Systems. Representing Common sense Knowledge. Reasoning with Uncertain Information. Learning and Acting with Bayes Nets. Planning Methods Based on Logic. The Situation Calculus. Planning. Communication and Integration. Multiple Agents. Communication Among Agents. Agent Architectures.