Machine Learning - ZeroWiki

예비 지식 ¶

Naive Bayesian Classifier(http://wiki.zeropage.org/wiki.php/Naive%20Bayesian%20Classifier)
Artificial Neural Network

강의
- UCL Course on RL(http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html)
  - Youtube(https://www.youtube.com/watch?v=2pWv7GOvuf0)
책
- Reinforcement Learning: An Introduction(http://incompleteideas.net/sutton/book/bookdraft2017june19.pdf)
- Fundamental of Reinforcement Learning(https://dnddnjs.gitbooks.io/rl/content)
Slide
- Deep RL Tutorial - David Silver(http://icml.cc/2016/tutorials/deep_rl_tutorial.pdf)
- 텐서플로우 설치도 했고 튜토리얼도 봤고 기초 예제도 짜봤다면 TensorFlow KR Meetup 2016(https://www.slideshare.net/carpedm20/ss-63116251)
Articles
- Simple Reinforcement Learning with Tensorflow 한국어 번역(http://ishuca.tistory.com/391)
Resource
- OpenAI Gym(https://gym.openai.com) : 실습 가능한 환경을 제공
Code
- tensorflow tutorial(https://github.com/golbin/TensorFlow-Tutorials/tree/master/10%20-%20DQN)