shakti365/ppo

TF2 Implementation of Proximal Policy Optimization

Proximal Policy Optimization

Implementation of PPO Algorithm in TF2

Notes: https://shivamshakti.dev/posts/ppo

Usage

• Create a virtual environment for Python (I use this setup)

• Install the dependencies

  pip install -r requirements.txt
  

• Run the training script

  cd src
  python main.py # Uses `MountainCarContinuous-v0` by default
  

• Run the evaluation script

  python play.py --model_name <PATH_TO_SAVED_MODEL>
  

References

• Proximal Policy Optimization Algorithms

• Open AI: Spinning Up - PPO

• Reinforcement Learning Coach - PPO