Supplementary code for final paper in CS6701-A: Principles of Complex Systems at University of Vermont
Python and Anaconda are required. MacOS or Linux environment is recommended.
Execute the following to install all dependencies in a virtual environment.
conda env create -f environment.yml
conda activate rl_power_law
Add the current directory to Python Path.
export PYTHONPATH=$PWD
Generate dataset for OpenAI Gym "CartPole-v1" (This will overwright the preexisting dataset included in the repository at results_cartpole-v1).
python run.py -h
python run.py
Open Power Law Analysis.ipynb in Jupyter Notebook for Zipf distribution and CCDF analysis.