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Friday, 20 September 2013

Artificial Intelligence: A Modern Approach - Ebook PDF

Artificial Intelligence: A Modern Approach, offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Number one in its field, this textbook is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence.

Table of Contents

Part I: Artificial Intelligence
Chapter 1: Introduction
Chapter 2: Intelligent Agents

Part II: Problem-solving
Chapter 3: Solving Problems by Searching
Chapter 4: Beyond Classical Search   ...And many more.

Part III: Knowledge, reasoning, and planning
Chapter 7: Logical Agents
Chapter 8: First-Order Logic   ...And many more.

Part IV: Uncertain knowledge and reasoning
Chapter 13: Quantifying Uncertainty
Chapter 14: Probabilistic Reasoning   ...And many more.

Part V: Learning
Chapter 18: Learning from Examples
Chapter 19: Knowledge in Learning   ...And many more.

Part VI: Communicating, perceiving, and acting
Chapter 22: Natural Language Processing
Chapter 23: Natural Language for Communication   ...And many more.

Part VII: Conclusions
Chapter 26: Philosophical Foundations
Chapter 27: AI: The Present and Future

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