More actions
imported>rabierre No edit summary |
imported>rabierre No edit summary |
||
| Line 1: | Line 1: | ||
== Reinforcement Learning == | == Reinforcement Learning == | ||
=== Lecture 4: Model Free Prediction === | |||
=== Lecture 5: Model Free Control === | === Lecture 5: Model Free Control === | ||
동영상 주소: https://www.youtube.com/watch?v=0g4j2k_Ggc4&t=2466s | 동영상 주소: https://www.youtube.com/watch?v=0g4j2k_Ggc4&t=2466s | ||
* on policy vs off policy | * on policy vs off policy | ||
* ε-Greedy | * ε-Greedy | ||
* Policy Iteration | |||
** Iterate these two step | |||
## Policy evaluation | |||
## Policy Improvement | |||
* Sarsa | * Sarsa | ||
** one step update policy TD? | ** one step update policy TD? | ||
Revision as of 07:12, 5 August 2017
Reinforcement Learning
Lecture 4: Model Free Prediction
Lecture 5: Model Free Control
동영상 주소: https://www.youtube.com/watch?v=0g4j2k_Ggc4&t=2466s
- on policy vs off policy
- ε-Greedy
- Policy Iteration
- Iterate these two step
- Policy evaluation
- Policy Improvement
- Sarsa
- one step update policy TD?
- on policy
- Sarsa는 다음과 같은 조건에서 converge한다
- GLIE sequence of policies
- Robinson Monro sequence of step sizes