Artificial intelligence : a modern approach by Russell, Stuart Jonathan, Norvig, Peter; Pearson Education instant download

Artificial intelligence : a modern approach by Russell, Stuart Jonathan, Norvig, Peter; Pearson Education instant download

[4], 1092 s. : 26 cm, Bibliogr. s. 1048-1078. Indeks, Introduction -- Intelligent agents -- Solving problems by searching -- Beyond classical search -- Adversarial search -- Logical agents -- Constraint satisfaction problems -- First-order logic -- Inference in first-order logic -- Classical planning -- Planning and acting in the real world -- Knowledge representation -- Quantifying uncertainty -- Probabilistic reasoning -- Probabilistic reasoning over time -- Making simple decisions -- Making complex decisions -- Learning from examples -- Knowledge in learning -- Learning probabilistic models -- Natural language processing -- Reinforcement learning -- Natural language for communication -- Perception -- Robotics -- Mathematical background -- Notes on languages and algorithms -- Bibliography -- Index