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Dettaglio Insegnamento

Contesto
Anno Accademico 2021/2022
Corso di Studi Dott. - MI (1380) Ingegneria dell'Informazione / Information Technology
Anno di Corso 1

Scheda Insegnamento
Codice Identificativo 057371
Denominazione Insegnamento REINFORCEMENT LEARNING
Tipo Insegnamento MONODISCIPLINARE
Crediti Formativi Universitari (CFU) 5.0
Programma sintetico Reinforcement Learning (RL) is a Machine Learning paradigm that addresses sequential decision-making problems in which intelligent agents interact with an environment to optimize a utility signal. In the last decade, RL has become a pervasive approach to deal with complex control tasks and has achieved significant results in several fields, including robotics manipulation, finance, self-driving cars, industrial plant automation, and news recommendation. This course aims to provide the students with a selfcontained overview of: i) the fundamental theoretical aspects of RL; ii) the essential algorithms (classical and modern ones) of the RL literature; iii) some applications to real-world scenarios.
Settori Scientifico Disciplinari (SSD)
Codice SSD Descrizione SSD CFU
ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI 5.0

Dettaglio
Scaglione Docente Programma dettagliato
Da (compreso) A (escluso)
A ZZZZ Restelli Marcello, Metelli Alberto Maria
manifestidott v. 1.7.0 / 1.7.0
Area Servizi ICT
12/08/2022