TY  - BOOK
AU  - Russell, Stuart J.
AU  - Norvig, Peter
TI  - Artificial Intelligence : A modern approach
SN  - 9789332543515
AV  - Q335 
PY  - 2015///]
CY  - Delhi
PB  - Pearson India Education Services Ltd.
KW  - General Science
N1  - Part I: Artificial Intelligence
Chapter 1   Introduction
Chapter 2   Intelligent Agents

Part II: Problem-solving
Chapter 3   Solving Problems by Searching
Chapter 4   Search in Complex Environments
Chapter 5   Adversarial Search and Games
Chapter 6   Constraint Satisfaction Problems

Part III: Knowledge, reasoning, and planning
Chapter 7   Logical Agents
Chapter 8   First-Order Logic
Chapter 9   Inference in First-Order Logic
Chapter 10   Knowledge Representation
Chapter 11   Automated Planning

Part IV: Uncertain knowledge and reasoning
Chapter 12   Quantifying Uncertainty
Chapter 13   Probabilistic Reasoning
Chapter 14   Probabilistic Reasoning over Time
Chapter 15   Probabilistic Programming
Chapter 16   Making Simple Decisions
Chapter 17   Making Complex Decisions
Chapter 18   Multiagent Decision Making

Part V: Machine Learning
Chapter 19   Learning from Examples
Chapter 20   Learning Probabilistic Models
Chapter 21   Deep Learning
Chapter 22   Reinforcement Learning

Part VI: Communicating, perceiving, and acting
Chapter 23   Natural Language Processing 
Chapter 24   Deep Learning for Natural Language Processing
Chapter 25   Computer Vision
Chapter 26   Robotics

Part VII: Conclusions
Chapter 27   Philosophy, Ethics, and Safety of AI
Chapter 28   The Future of AI
N2  - “Artificial Intelligence: A Modern Approach” by Peter Norvig and Stuart Russell is an extensive and highly regarded textbook that serves as a comprehensive guide to the field of artificial intelligence (AI). The book covers a wide range of topics, from fundamental concepts to advanced techniques, and explores the practical applications and ethical implications of AI. With its balanced blend of theory and practical examples, it has become a seminal resource for students, researchers, and practitioners in the field. This expanded summary will provide a more detailed overview of the book, including key takeaways
ER  -