| 《人工智能：一种现代的方法》(影印版)适合于不同层次和领域的研究人员及学生，是高等院校本科生和研究生人工智能课的首选教材，也是相关领域的科研与工程技术人员的重要参考书。 |
| Stuart Russell,was born in 1962 in Portsmouth,England.He received his B.A.with first-class hon-ours in physics from Oxford Undiversity in 1982,and his Ph,D.in computer science from Stanford in 1986.He then joined the faculty of the University of California at Berkeley,where he is a professor of computer science,director of the Center for Intelligent Systems,and holder of the Smith-Zadeh Chair in Engineering.In 1990,he received the Presidential Young Investigator Award of the National Science Foundation,and in 1995 he was cowinner of the Computers and Thought Award.He was a 1996Miller Professor of the University of California and was appointed to a Chancellor s Professor ship in 2000.In 1998,he gave the Forsythe Memorial Lectures at Stanford University He is a Fellow and former Executive Council member of the American Association for Artificial Intelligence.He has published over 100 papers on a wide range of topics in artificial intelligence.His other books include The Use of Knowledge in Analogy and Induction and (with Eric Wefald)Do the Right Thing:Studies in Limited Rationality. |
| I Artificial Intelligence 1 Introduction 2 IntelligentAgents 11 Problem-solving 3 Solving Problems by Searching 4 Informed Search and Exploration 5 Constraint Satisfaction Problems 6 Adversarial Search Ill Knowledge and reasoning 7 Logical Agents 8 First-Order Logic 9 Inference in First-Order Logic 10 Knowledge Representation IV Planning 11 Planning 12 Planning and Acting in the Real WOrld V Uncertain knowledge and reasoning 13 Uncertainty 14 Probabilistic Reasoning 15 Probabilistic Reasoning over Time 16 Making Simple Decisions 17 Making Complex Decisions VI Learning 18 Learning from Observations 19 Knowledge in Learning 20 Statistical Learning Methods 21 Reinforcement Learning Vll Communicating, perceiving, and acting 22 Communication 23 Probabilistic Language Processing 24 Perception 25 Robottes Vlll ConCluSionS 26 Philosophical Foundations 27 Al: Present and Future A Mathematical background B Notes on Languages and Algorithms. Bibliography Index |
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