Instructor:  Milos Hauskrecht
Computer Science Department
5329 Sennott Square
phone: x4-8845
e-mail: milos_at_pitt_edu

Resources:

• RL course by David Silver with slides, videos , and code
• Textbook: R. Sutton, A. Barto. Reinforcement Learning: an introduction. 2nd edition, MIT Press, 2018.
• Early survey paper: Kaelbling, Littman, Moore. Reinforcement Learning: Survey, JMLR, 1999

Resources:

• Deep RL bootcamp, Berkeley, 2017 (videos and slides)
• Deep RL course by Sergey Levine, Berkeley, 2017 (slides)
• Tutorials/lectures:
  • Alex Amini's (MIT) Deep RL lecture (video)
  • Deep learning tutorial by David Silver (video),2015
  • Deep learning tutorial by David Silver (Slides), 2016
• Alpha Go talk:
  • NeurIPS 2017 Keynote by David Silver
    • OpenAI resources:
      • OpenAI: Intro to RL (part 1- Part 3)
      • OpenAI: Key papers/readings for Deep RL

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    Last updated by milos on 03/20/2020