Course Information

Code	Course Name	Language	Type
YZV 415E	Deep Reinforcement Learning	English	Elective

Local Credits	ECTS	Theoretical	Tutorial	Laboratory
3	5	3	0	0

Course Prerequisites and Class Restriction
Prerequisites	YZV 302E MIN DD or YZV 303E MIN DD
Class Restriction	None

Course Description

Introduction to Reinforcement Learning, Markov Decision Processes, Dynamic Programming, Model Free Reinforcement Learning, Approximate Dynamic Programming and Reinforcement Learning, Deep Reinforcement Learning and Neural Networks, Exploration Strategies, Partially Observable Problems, Model Based Deep Reinforcement Learning, Applications for Autonomous Systems

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+90 212 365 78 00-99 (100 line)

Fax

+90 212 285 29 09

İTÜ Ayazağa Campus

Registrar's Office
34469 Maslak - İstanbul

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Registrar's Office

ogrenciisleri@itu.edu.tr

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