Page History: Tutorial on Reinforcement Learning
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Page Revision: 2016/10/03 14:12
This CCF-ADL tutorial gives a 3-hours introduction on reinforcement learning, which studies how a computer can become smarter by learning from interactions with its environment autonomously.
Outline
- Introduction
- Markov Decision Process
- From MDP to Reinforcement Learning
- Function Approximation
- Policy Search
- Deep Reinforcement Learning
Slides
Download PDF (update: Oct. 1, 2016)Links