Reinforcement Learning

•  Stochastic Policy Gradient Methods

•  Deterministic Policy Gradient Methods

•  Some research directions worth looking at..

•  Deep-Q Networks and Double DQN

•  Fourier Basis for value function approximation

•  Off Policy Eligibility Traces

• Monte Carlo Exploring starts for Blackjack

•  Comparison of Qlearning and SARSA

• Comparison of Types of Eligibility traces on Maze 

•  Python Code for Qlearning