Artificial Intelligence A Modern Approach-Prentice Hall 1st edition by Stuart Russell, Peter Norvig 0131038052 978-0131038059

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ISBN-10 ‏ : ‎ 0131038052

ISBN-13 ‏ : ‎ 978-0131038059

Author :  Stuart Russell, Peter Norvig

 highly accessible, up-to-date professional reference for programmers, software engineers, system administrators, or technical managers, this book integrates state-of-the-art AI techniques into intelligent agent designs using examples and exercises to lead the reader from simple reactive agents to full knowledge-based agents with natural language capabilities.

Artificial Intelligence A Modern Approach-Prentice Hall 1st Table of contents:

I. Artificial Intelligence. Intelligent Agents
II. Problem-solving. Solving Problems by Searching. Informed Search Methods. Game Playing
III. Knowledge and reasoning. Agents that Reason Logically. First-Order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical Reasoning Systems
IV. Acting logically. Planning. Practical Planning. Planning and Acting
V. Uncertain knowledge and reasoning. Uncertainty. Probabilistic Reasoning Systems. Making Simple Decisions. Making Complex Decisions
VI. Learning. Learning from Observations. Learning in Neural and Belief Networks. Reinforcement Learning. Knowledge in Learning
VII. Communicating, perceiving, and acting. Agents that Communicate. Practical Natural Language Processing. Perception. Robotics
VIII. Conclusions. Philosophical Foundations. AI: Present and Future

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