Repo contributors:
Zeming Fang, zemingfang11@gmail.com
Ru-Yuan Zhang, ruyuanzhang@gmail.com
Jieying Zhang, jieying.zhang@student.uva.nl
Install Anaconda for later python installation. Open the Terminal (for windows user, please use git bash).
Create a virtual environment
conda create --name rlworkshop python=3.10
Activate the environment
conda activate rlworkshop
Install the dependencies
pip install -r requirements.txt
-
Intro to RL
- Frozen lake environment
- Policy evaluation
-
Dynamic Programming and Monte Carlo Methods
- Policy improvment
- Value iteration
- Monte Carlo prediction
-
Temporal Difference Methods
- Monte Carlo control
- Sarsa
- Q-learning