Freshman

⚠ Currently working on full rewrite

These are my first steps wandering around the famous Farama Gymnasium.

Quick Start

• Insall Nix

sh <(curl -L https://nixos.org/nix/install) --daemon

• Clone this repository
• Enter directory

git clone https://github.com/dimchee/Freshman.git
cd Freshman

• Enter nix flake environment
• run example

nix develop
run lake q_learning

Demos

• Cliff Double-Q-Learning

cliff-double_q_learning.mp4

• Cliff Sarsa

cliff-sarsa.mp4

• Lake Q-Learning

lake-q_learning.mp4

• Lake-slippery Q-Learning

lake_slippery-q_learning.mp4

• Lake-slippery Double-Q-Learning

lake_slippery-double_q_learning.mp4

• Lake-slippery Sarsa

lake_slippery-sarsa.mp4

• Lake-slippery Expected-sarsa

lake_slippery-expected_sarsa.mp4