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Proximal Policy Optimization

Description

This is a reimplementation of the proximal policy algorithm

How to run

First, install dependencies

# clone project   
git clone https://github.com/Gregory-Eales/proximal-policy-optimization 

# install project   
cd proximal-policy-optimization
pip install -e .   
pip install -r requirements.txt

Next, navigate to ppo, then train and run it.

# module folder
cd ppo/    

# train poo 
python train.py    

# run ppo   
python run.py    

Citation

@article{schulman1707proximal,
  title={Proximal policy optimization algorithms. arXiv 2017},
  author={Schulman, John and Wolski, Filip and Dhariwal, Prafulla and Radford, Alec and Klimov, Oleg},
  journal={arXiv preprint arXiv:1707.06347}
}