Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning

Gino Brunner, Manuel Fritsche, Oliver Richter +1

Learning in sparse reward settings remains a challenge in Reinforcement Learning, which is often addressed by using intrinsic rewards. One promising strategy is inspired by human c…