Mixing Human Demonstrations with Self-Exploration in Experience Replay for Deep Reinforcement Learning

Dylan Klein, Akansel Cosgun

We investigate the effect of using human demonstration data in the replay buffer for Deep Reinforcement Learning. We use a policy gradient method with a modified experience replay…