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Structure




Reinforcement Learning

 

Prof.
M. Parton
Università degli Studi "G. D'annunzio" Chieti-Pescara
Course Type
Type B
Calendar
June 17 h. 14.00-18.00 Aula 103
June 18 h. 9.00-13.00 Aula 103
June 19 h. 9.00-13.00 Aula 103
June 20 h. 9.00-13.00 Aula 103
June 21 h. 9.00-13.00 Aula 103
Room
Program
Introduction: the reinforcement learning problem
The reinforcement learning setup: Markov decision processes
Prediction and control in dynamic programming
Prediction and control in the model-free case
Prediction and control with approximation
Policy gradient methods
Model-based reinforcement learning
Exploration versus exploitation: multi-armed bandits
Case study: reinforcement learning in games





 

Courses

PhD Students/Alumni


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