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CS7641 code for Assignment 4 - Markov Decision Processes and Reinforcement Learning

Python 24.59% Jupyter Notebook 75.41%

hw4-ncook-solution's Introduction

Code is here: https://github.com/cooknl/hw4-ncook-solution

Requires:
gym, PyPi
numpy, Anaconda
pandas, Anaconda
pytables, Anaconda

Optional:
jupytext, conda-forge

Juptyer notebooks are individual runs with different sizes and characteristics of OpenAI gym FrozenLake-V0, https://gym.openai.com/envs/FrozenLake-v0/

Using Jupytext for the first time https://towardsdatascience.com/introducing-jupytext-9234fdff6c57 to create linked text and notebook files.

Helper functions are in cs7641.py

Custom frozen lake implementation is in my_env.py

Most of the code and inspiration came from
Code: https://github.com/Twice22/HandsOnRL
Tutorial: https://twice22.github.io/

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