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== 분류(Classification) == | == 분류(Classification) == | ||
* [http://wiki.zeropage.org/wiki.php/Naive%20Bayesian%20Classifier Naive Bayesian Classifier] | * [http://wiki.zeropage.org/wiki.php/Naive%20Bayesian%20Classifier Naive Bayesian Classifier] | ||
* | * Artificial Neural Network | ||
== 강화학습(Reinforce Learning) == | == 강화학습(Reinforce Learning) == | ||
* 강의 | * 강의 | ||
** [http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html UCL Course on RL] | ** [http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html UCL Course on RL] | ||
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* 책 | * 책 | ||
** [http://incompleteideas.net/sutton/book/bookdraft2017june19.pdf Reinforcement Learning: An Introduction] | ** [http://incompleteideas.net/sutton/book/bookdraft2017june19.pdf Reinforcement Learning: An Introduction] | ||
** [https://dnddnjs.gitbooks.io/rl/content Fundamental of Reinforcement Learning] | |||
* Slide | * Slide | ||
** [http://icml.cc/2016/tutorials/deep_rl_tutorial.pdf Deep RL Tutorial - David Silver] | ** [http://icml.cc/2016/tutorials/deep_rl_tutorial.pdf Deep RL Tutorial - David Silver] | ||
| Line 22: | Line 21: | ||
* Resource | * Resource | ||
** [https://gym.openai.com OpenAI Gym] : 실습 가능한 환경을 제공 | ** [https://gym.openai.com OpenAI Gym] : 실습 가능한 환경을 제공 | ||
* Code | |||
** [https://github.com/golbin/TensorFlow-Tutorials/tree/master/10%20-%20DQN tensorflow tutorial] | |||
== 링크들 == | == 링크들 == | ||
* http://wiki.zeropage.org/wiki.php/MachineLearning%EC%8A%A4%ED%84%B0%EB%94%94 | * http://wiki.zeropage.org/wiki.php/MachineLearning%EC%8A%A4%ED%84%B0%EB%94%94 | ||
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== Links == | == Links == | ||
* https://www.coursera.org/course/neuralnets | * https://www.coursera.org/course/neuralnets | ||
Latest revision as of 00:16, 27 March 2026
예비 지식
- 확률과 통계
- 선형대수학
분류(Classification)
- Naive Bayesian Classifier
- Artificial Neural Network
강화학습(Reinforce Learning)
- 강의
- 책
- Slide
- Articles
- Resource
- OpenAI Gym : 실습 가능한 환경을 제공
- Code