Information Maximizing Exploration with a Latent Dynamics Model

Trevor Barron, Oliver Obst, Heni Ben Amor

All reinforcement learning algorithms must handle the trade-off between exploration and exploitation. Many state-of-the-art deep reinforcement learning methods use noise in the act…