Inteligencia Artificial - Inglés (2017-18)

The slides used in every lecture, in pdf format, will be published as the ourse is going on.

Except when explicitly indicated, references are from the textbook: Artificial Intelligence: A Modern Approach, 3rd ed. from Stuart Russell and Peter Norvig.


Units

Unit 1: An introduction to Artificial Intelligence
Unit 2: An introduction to the Python programming language
Unit 3: Inductive Machine learning
Recommended reading: Sections 18.1, 18.2, 18.3, 18.8, 20.1 and 20.2)
Unit 4: Artificial Neural Networks
Recommended reading: Sections 18.6 and 18.7)
Unit 5: Optimization: genetic algorithms
Unit 6: Planning
Recommended reading: Sections 3.1, 3.2, 3.3, 3.4, 10.1 and 10.2
Unit 7: Probabilistic knowledge: representation and reasoning
Recommended reading: Chapters 13 and 14 (until 14.5)