Learning Self-Imitating Diverse Policies

Tanmay Gangwani, Qiang Liu, Jian Peng

The success of popular algorithms for deep reinforcement learning, such as policy-gradients and Q-learning, relies heavily on the availability of an informative reward signal at ea…