Artificial intelligence : a modern approach /

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Detalles Bibliográficos
Autor principal: Russell, Stuart J.
Otros Autores: Norvig, Peter
Formato: Libro
Lenguaje:Inglés
Publicado: Upper Saddle River, N.J. : Pearson Education, c2003.
Edición:2nd ed
Colección:Prentice Hall series in artificial intelligence
Materias:
Aporte de:Registro referencial: Solicitar el recurso aquí
Tabla de Contenidos:
  • Contenido: Introduction. Intelligent Agents
  • Solving Problems by Searching. Informed Search and Exploration. Constraint Satisfaction Problems. Adversarial Search
  • Logical Agents. First-order Logic. Inference in First-order Logic. Knowledge Representation
  • Planning. Planning and Acting in the Real World
  • Uncertainty. Probabilistic Reasoning. Probabilistic Reasoning over Time. Making Simple Decisions. Making Complex Decisions
  • Learning from Observations. Knowledge in Learning. Statistical Learning Methods. Reinforcement Learning
  • Communication. Probabilistic Language Processing. Perception. Robotics
  • Philosophical Foundations. AI: Present and Future. Mathematical background. Notes on Languages and Algorithms.