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update B zhan links
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zhoubolei committed Mar 30, 2020
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Expand Up @@ -8,9 +8,9 @@ The short course will be arranged as follows. Lectures 1-8 will be the foundatio

| | Topic | Resources |
|------------ |-------------------------------------------- |----------- |
| Lecture 1 | Overview |[slide](lecture1.pdf), [youtube1](https://www.youtube.com/watch?v=IkEF4LpH5Ys), [youtube2](https://www.youtube.com/watch?v=Qu8CPnnwplM), [B站1](https://www.bilibili.com/video/av96436833/), [B站2](https://www.bilibili.com/video/av96834288/) |
| Lecture 2 | Markov Decision Process | [slide](lecture2.pdf), [youtube1](https://www.youtube.com/watch?v=6yE9XiIB3hQ), [youtube2](https://www.youtube.com/watch?v=MIZbocCu7Sk), [B站1](https://www.bilibili.com/video/av98583371/), [B站2](https://www.bilibili.com/video/av98583913/) |
| Lecture 3 | Model-free Prediction and Control | [slide](lecture2.pdf), [youtube1](https://www.youtube.com/watch?v=Duj1U73yHik), [youtube2](https://www.youtube.com/watch?v=sfkhinBjGGY) B站1, B站2 |
| Lecture 1 | Overview |[slide](lecture1.pdf), Youtube([part1](https://www.youtube.com/watch?v=IkEF4LpH5Ys), [part2](https://www.youtube.com/watch?v=Qu8CPnnwplM)), B站([上集](https://www.bilibili.com/video/BV1LE411G7Xj/), [下集](https://www.bilibili.com/video/BV1g7411Z7SJ/)) |
| Lecture 2 | Markov Decision Process | [slide](lecture2.pdf), Youtube([part1](https://www.youtube.com/watch?v=6yE9XiIB3hQ), [part2](https://www.youtube.com/watch?v=MIZbocCu7Sk)), B站([上集](https://www.bilibili.com/video/BV1g7411m7Ms/), [下集](https://www.bilibili.com/video/BV1u7411m7rh/)) |
| Lecture 3 | Model-free Prediction and Control | [slide](lecture2.pdf), Youtube([part1](https://www.youtube.com/watch?v=Duj1U73yHik), [part2](https://www.youtube.com/watch?v=sfkhinBjGGY)), B站([上集](https://www.bilibili.com/video/BV1N7411Q7aJ/), [下集](https://www.bilibili.com/video/BV1N7411Q7M6/)) |
| Lecture 4 | Value Function Approximation | |
| Lecture 5 | Policy Optimization: Basics | |
| Lecture 6 | Policy Optimization: State of the art | |
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