README.md

notebooks

Q-Learning

• Tiny Maze : A 6 cell grid as an intro to tabular Q-Learning
• Frozen Lake : Temporal difference Q-Learning on FrozenLake 4x4 grid
• Taxi : Temporal difference Q-Learning on the toy Taxi Problem

Deep Q-Learning

• Space Invaders : Train a Deep Q-Learning Network to play Space Invaders

Policy Optimization

• Lunar Lander : Train a simple policy optimization network to land on the moon
• Cart Pole : Train a simple policy optimization network to to push the cart left or right so that the pole stays in the equilibrium