EX2: Exploration with Exemplar Models for Deep Reinforcement Learning

Justin Fu, John D. Co-Reyes, Sergey Levine

Deep reinforcement learning algorithms have been shown to learn complex tasks using highly general policy classes. However, sparse reward problems remain a significant challenge. E…