Artificial Intelligence : a new synthesis
Nilsson, Nils J. 1933-
Artificial Intelligence : a new synthesis / by Nils J Nilsson - New Delhi: Morgan Khufmann, 2013. - xxi, 513 pages : illustrations ; 24 cm
Bibliography and Index are Includes
I. Reactive Machines. Stimulus-Response Agents. Neural Networks. Machine Evolution. State Machines. Robot Vision --
II. Search in State Spaces. Agents That Plan. Uninformed Search. Heuristic Search. Planning, Acting, and Learning. Alternative Search Formulations and Applications. Adversarial Search --
III. Knowledge Representation and Reasoning. The Propositional Calculus. Resolution in the Propositional Calculus. The Predicate Calculus. Resolution in the Predicate Calculus. Knowledge-Based Systems. Representing Commonsense Knowledge. Reasoning with Uncertain Information. Learning and Acting with Bayes Nets --
IV. Planning Methods Based on Logic. The Situation Calculus. Planning --
V. Communication and Integration. Multiple Agents.
Using intelligent agents as central characters, this work begins with elementary reactive agents. It reveals neural networks, genetic programming, computer vision, heuristic search, knowledge representation and reasoning, Bayes networks, and planning through the capabilities of these agents. It also illustrates the most important ideas in AI
9788181471901 (pbk)
Artificial intelligence.
intelligence artificielle.
006.3 / NIL-A 2013 8976
Artificial Intelligence : a new synthesis / by Nils J Nilsson - New Delhi: Morgan Khufmann, 2013. - xxi, 513 pages : illustrations ; 24 cm
Bibliography and Index are Includes
I. Reactive Machines. Stimulus-Response Agents. Neural Networks. Machine Evolution. State Machines. Robot Vision --
II. Search in State Spaces. Agents That Plan. Uninformed Search. Heuristic Search. Planning, Acting, and Learning. Alternative Search Formulations and Applications. Adversarial Search --
III. Knowledge Representation and Reasoning. The Propositional Calculus. Resolution in the Propositional Calculus. The Predicate Calculus. Resolution in the Predicate Calculus. Knowledge-Based Systems. Representing Commonsense Knowledge. Reasoning with Uncertain Information. Learning and Acting with Bayes Nets --
IV. Planning Methods Based on Logic. The Situation Calculus. Planning --
V. Communication and Integration. Multiple Agents.
Using intelligent agents as central characters, this work begins with elementary reactive agents. It reveals neural networks, genetic programming, computer vision, heuristic search, knowledge representation and reasoning, Bayes networks, and planning through the capabilities of these agents. It also illustrates the most important ideas in AI
9788181471901 (pbk)
Artificial intelligence.
intelligence artificielle.
006.3 / NIL-A 2013 8976