Easy21

Reinforcement Learning algorithms for a card game Easy21

A solution of the assignment in David Silver's course

• easy_21.py A enviroment implemented the card game Easy21, a modified blackjack based on OpenAI Gym
• easy_21_monte_carlo.py Implementation of Monte-Carlo Control to Easy21 and plot the optimal state value function
• easy_21_sarsa_TD.py Implementation of Sarsa(lambda) control to Easy21 and plot the MSE against lambda and episode number
• archive Contains graphs generated and easy21 document