Page History: Tutorial on Reinforcement Learning

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Page Revision: 2017/05/09 23:29

There are several versions of my tutorial on reinforcement learning, which studies how a computer can become smarter by learning from interactions with its environment autonomously.

VALSE'17

Download PDF file
Download Keynote File

CAAI-ADL'17

Download PDF file

CCF-ADL'16

Download PDF (update: May. 9, 2017)

Links

• ZOOpt: a python package for zeroth-order (derivative-free) optimization https://github.com/eyounx/ZOOpt/
• OpenAI Gym Reinforcement Learning toolkits https://gym.openai.com
• Awesome-RL https://github.com/aikorea/awesome-rl
• Resources at MST http://web.mst.edu/~gosavia/rl_website.html

The end