Artificial intelligence a new synthesis Nils J. Nilsson.
Material type: TextPublication details: Newdelhi Elsevier 2003Description: xix,513p. 23cmISBN:- 9788181471901
- 004.8 NIL
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004.65 ELM Fundamentals of Database Systems | 004.67 CHA LPWAN Technologies for IoT and M2M Applications | 004.8 NIL Artificial intelligence a new synthesis | 004.8 NIL Artificial intelligence a new synthesis | 004.8 NIL Artificial intelligence a new synthesis | 004.8 NIL Artificial intelligence a new synthesis | 004.89 HAY Neural networks and learning machines |
I. Reactive Machines II. Search in State Spaces III. Knowledge Representation and Reasoning IV. Planning Methods Based on Logic V. Communication and Integration
Intelligent agents are employed as the central characters in this introductory text. Beginning with elementary reactive agents, Nilsson gradually increases their cognitive horsepower to illustrate the most important and lasting ideas in AI. Neural networks, genetic programming, computer vision, heuristic search, knowledge representation and reasoning, Bayes networks, planning, and language understanding are each revealed through the growing capabilities of these agents. A distinguishing feature of this text is in its evolutionary approach to the study of AI. This book provides a refreshing and motivating synthesis of the field by one of AI's master expositors and leading researches.
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