README.md

Reinforcement-learning

• homework assignments and some algorithms associated with my reinforcement learning class

1. Monte-carlo, temporal difference:

• MC-nonstationary
• MC-incremental
• TD(0)
• TD-forward(0.5)
• TD-backward(0.5)

2. Sarsa (state-action-reward-state-action), Q-learning: (on Windy Gridworld with and w/o King’s Moves respectively, Reinforcement Learning textbook)

• Sarsa (done)
• Q-learning