Departamento de Ciência de Computadores

Disciplina: Sistemas Inteligentes / Inteligência Artificial

All material previously found in this page is lost. I am trying to replace it slowly. For the time being, you will find here only links to the pdf files used for the theoretical classes.

Intro

non-Informed search

Informed search

Memory-limited search

Iterative Improvement Search Methods

Adversarial Search

• Solving chinese checkers with Monte Carlo Tree Search (MSc dissertation by Jhonny Moreira)

Constraint Satisfaction Problems

AI Planning

• Introduction and Partial Order Planning
• Plan example
• PDDL example: boxes world description
• PDDL example: boxes world objective

Learning fom Observations

Probabilistic Reasoning

• Introduction to Bayesian Networks
• Naive Bayes example
• Theory of Bayesian Networks

Neural Networks