Inteligencia Artificial – Stuart Russell, Peter Norvig – 3ra Edición

Part I Artificial Intelligence

1 Introduction

2 Intelligent Agents

Part II Problem Solving

3 Solving Problems by Searching

4 Beyond Classical Search

5 Adversarial Search

6 Constraint Satisfaction Problems

Part III Knowledge and Reasoning

7 Logical Agents

8 First-Order Logic

9 Inference in First-Order Logic

10 Classical Planning

11 Planning and Acting in the Real World

12 Knowledge Representation

Part IV Uncertain Knowledge and Reasoning

13 Quantifying Uncertainty

14 Probabilistic Reasoning

15 Probabilistic Reasoning over Time

16 Making Simple Decisions

17 Making Complex Decisions

Part V Learning

18 Learning from Examples

19 Knowledge in Learning

20 Learning Probabilistic Models

21 Reinforcement Learning

Part VII Communicating, Perceiving, and Acting

22 Natural Language Processing

23 Natural Language for Communication

24 Perception

25 Robotics

Part VIII Conclusions

26 Philosophical Foundations

27 AI: The Present and Future