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Artificial Intelligence: A Modern Approach (3rd Edition)

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The long-anticipated revision of this #1 selling book offers the most comprehensive, state of the art introduction to the theory and practice of artificial intelligence for modern applications. Intelligent Agents. Solving Problems by Searching. Informed Search Methods. Game Playing. Agents that Reason Logically. First-order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical Reasoning Systems. Practical Planning. Planning and Acting. Uncertainty. Probabilistic Reasoning Systems. Making Simple Decisions. Making Complex Decisions. Learning from Observations. Learning with Neural Networks. Reinforcement Learning. Knowledge in Learning. Agents that Communicate. Practical Communication in English. Perception. Robotics. For computer professionals, linguists, and cognitive scientists interested in artificial intelligence.

Keywords

cognitive rationally FOUNDATIONS ARTIFICIAL INTELLIGENCE Neuroscience Cognitive psychology engineering Control theory cybernetics Linguistics gestation Knowledge- neural networks AI adopts intelligent agents STATE. ART Autonomous planning INTELLIGENT AGENTS rational agents ENVIRONMENTS GOOD BEHAVIOR RATIONALITY Omniscience learning autonomy task environments Discrete continuous: STRUCTURE Agent programs reflex agents VLSI Robot navigation Automatic assembly SEARCHING Infrastructure algorithms SEARCH STRATEGIES

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