Artificial intelligence : a modern approach

Detalles Bibliográficos
Autor Principal: Russell, Stuart J.
Otros autores o Colaboradores: Norvig, Peter (Autor)
Formato: Libro
Lengua:inglés
Datos de publicación: Harlow : Pearson Education, 2022
Edición:4th ed., global edition
Temas:
Acceso en línea:Consultar en el Cátalogo
Notas:Incluye índice y bibliografía.
Descripción Física:1166 p. : il. col.
ISBN:9781292401133

MARC

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505 0 |a  I Artificial Intelligence -- 1 Introduction -- 2 Intelligent Agents -- II Problem-solving -- 3 Solving Problems by Searching -- 4 Search in Complex Environments -- 5 Constraint Satisfaction Problems -- 6 Adversarial Search and Games -- III Knowledge, reasoning, and planning -- 7 Logical Agents -- 8 First-Order Logic -- 9 Inference in First-Order Logic -- 10 Knowledge Representation -- 11 Automated Planning -- IV Uncertain knowledge and reasoning -- 12 Quantifying Uncertainty -- 13 Probabilistic Reasoning -- 14 Probabilistic Reasoning over Time -- 15 Making Simple Decisions -- 16 Making Complex Decisions -- 17 Multiagent Decision Making -- 18 Probabilistic Programming -- V Machine Learning -- 19 Learning from Examples -- 20 Knowledge in Learning -- 21 Learning Probabilistic Models -- 22 Deep Learning -- 23 Reinforcement Learning -- VI Communicating, perceiving, and acting -- 24 Natural Language Processing -- 25 Deep Learning for Natural Language Processing -- 26 Robotics -- 27 Computer Vision -- VII Conclusions -- 28 Philosophy, Ethics, and Safety of AI -- 29 The Future of AI -- Appendix A: Mathematical Background -- Appendix B: Notes on Languages and Algorithms -- Bibliography -- Index 
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