Repository containing implementations of reinforcement learning for different applications.
function_approx.py : Q-learning via linear function approximation applied to OpenAI gym environments.
deep_q.py : Deep Q-learning implementation according to Deepmind's "Human Level Control through Deep Reinforcement Learning".
Other Files are implementations of examples provided by Sutton & Barto's "Reinforcement Learning: An Introduction".