rl_baseline_mwe

minimum working example of rl experiment baseline for the Folsom environment

contents

1. main script is main_baseline.py
2. environment is in folsom/folsom.py
3. minimum data is in folsom/data/
4. training/update subroutines and experience replay buffer are in machinery.py
5. actor/critic network architectures and exploration/exploitation policy are in models.py.
6. conda environment requirements are packaged in environment.yml

installation

if you don't already have an environment named tf, installing a conda env to run this code should be as simple as:

conda env create -f environment.yml

And then either (to run in terminal):

conda activate tf

Or make a new Sublime build system file.