Slides


Lessons


Presentazione Corso (Course presentation) Last changed on 02 Mar. 2018

Introduzione (Introduction) Last changed on 27 Feb. 2017

Agenti Razionali (Rational Agents)

Ricerca (Search)

Ricerca non informata (Uninformed Search) Last changed on 10 Mar. 2018

Ricerca informata (Informed Search)

Ricerca locale (Local Search)

Processamento dei Vincoli (Constraint Processing) Last changed on 20 March 2018

Consistenza di Arco (Arc Consistency) Last changed on 03 April 2018

Ricerca in CSP: look ahead (look ahead for CSP search)

Decomposizione in strutture acicliche (Tree Decomposition)

Problemi di Ottimizzazione a Vincoli (COP) (Constraint Optimization Problems (COP))

Esercizi (Exercises)

Rappresentare l'Incertezza (Representing Uncertainty)

Problemi di decisione sequenziale e Stima dello stato (Sequential Decision Making and State Estimation) Last changed on 23 April 2018

Reti Bayesiane (Bayesian Network)

Apprendimento per rinforzo (Reinforcement Learning)

Esercizi II parte (Exercises II part) Last changed on 26 May 2018

Lab


Ricerca nello spazio degli stati (State space search) Last changed on 28 March 2018

Processi Decisionali di Markov: value e policy iteration (Markov Decision Process: value and policy iteration) Last changed on 29 Apr. 2018

Apprendimento per rinforzo: model-based, Q-Learning, SARSA (Reinforcment Learning: model-based, Q-Learning, SARSA) Last changed on 23 May 2018

Prova Parziale in Laboratorio (Lab session for the partial exam)

Further topics


Teoria dei Giochi (Game Theory) Lesson given by Prof. Georgios Chalkiadakis