Before you start install requirements with pip isntall -r requirements.txt
- Finish A2C implementation in the
rltoolkit/algorithms/a2c/a2c.py
, comment in the code will explain all details. You can test your code by running file from the terminal. - Do some experiments in the notebook
notebooks/01-A2C.ipynb
, there you will use your implementation to explore impact of hyperparameters on performance.
- Finish PPO implementation in the
rltoolkit/algorithms/ppo/ppo.py
, details are in the script file.
- Fill empty spaces of DDPG implementation in the
rltoolkit/algorithms/ddpg/ddpg.py
, details are in the script file.
- Finish SAC implementation in the
rltoolkit/algorithms/sac/sac.py
, details are in the file.