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Books & Papers

 Reference Books

About AI in general:

  • S. J. Russel, P. Norvig: "Artificial Intelligence: A Modern Approach", Prentice Hall International, Pearson Education Italia, 2005.
  • E. Rich, K. Knight: "Intelligenza Artificiale", McGraw Hill, Seconda Edizione 1992.
  • E. Charniak, D. McDermott, "Introduzione all'Intelligenza Artificiale", Masson, 1988.
  • M.Ginsberg: "Essentials of Artificial Intelligence", Morgan Kaufman, 1993.
  • P. H. Winston: "Artificial Intelligence: Third Edition", Addison-Wesley, 1992.

Prolog:

  • L.Console, E.Lamma, P.Mello, M.Milano: "Programmazione Logica e Prolog", Seconda Edizione UTET, 1997 [web page for the book (in Italian)]
  • I. Bratko: "Programmare in Prolog per l'Intelligenza Artificiale", Masson e Addison-Weslay, 1988.

Additional books:

  • Ian Witten, Eibe Frank: "Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations", ISBN: 1-55860-552-5, Morgan Kaufmann Publishers, 2000.

Scientific Papers

Articoli scietifici relativi ai contenuti del corso verranno pubblicati con l'avanzare del programma.

Planning

Swarm Intelligence:

Neural Networks:

  • A paper by Hopfield about Neural Networks [paper]
  • Originale paper about back-propagation [paper]

Constraint Programming:

  • A survey by Jean-Charles Regin about global constraints [paper]
  • A book chapter by the same author (this one is longer and more detailed) [paper]
  • A tutorial about Constraint Based Scheduling [paper]