Artificial Intelligence -- Introduction -- Intelligent Agents -- Problem-solving -- Solving Problems by Searching -- Informed Search and Exploration -- Constraint Satisfaction Problems -- Adversarial Search -- Knowledge and reasoning -- Logical Agents -- First-Order Logic -- Inference in First-Order Logic -- Knowledge Representation -- Planning -- Planning -- Planning and Acting in the Real World -- Uncertain knowledge and reasoning -- Uncertainty -- Probabilistic Reasoning -- Probabilistic Reasoning over Time -- Making Simple Decisions -- Making Complex Decisions -- Learning -- Learning from Observations -- Knowledge in Learning -- Statistical Learning Methods -- Reinforcement Learning -- Communicating, perceiving, and acting -- Communication -- Probabilistic Language Processing -- Perception -- Robotics -- Conclusions -- Philosophical Foundations -- AI: Present and Future -- Mathematical background -- Notes on Languages and Algorithms.