DQN Performance with Epsilon Greedy Policies and Prioritized Experience Replay

Daniel Perkins, Oscar J. Escobar, Luke Green

We present a detailed study of Deep Q-Networks in finite environments, emphasizing the impact of epsilon-greedy exploration schedules and prioritized experience replay. Through sys…