Temporal Representations for Exploration: Learning Complex Exploratory Behavior without Extrinsic Rewards

Faisal Mohamed, Catherine Ji, Benjamin Eysenbach +1

Effective exploration in reinforcement learning requires not only tracking where an agent has been, but also understanding how the agent perceives and represents the world. To lear…