Tutorial on Reinforcement Learning
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.
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ICPS'18
Reinforcement Learning and GAN: PDF
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CCF-ADL'16
Download PDF (update: May. 9, 2017)
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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