Information-Directed Exploration for Deep Reinforcement Learning

Nikolay Nikolov, Johannes Kirschner, Felix Berkenkamp +1

Efficient exploration remains a major challenge for reinforcement learning. One reason is that the variability of the returns often depends on the current state and action, and is…