Bridging the Gap Between Target Networks and Functional Regularization

Alexandre Piché, Valentin Thomas, Rafael Pardinas +4

Bootstrapping is behind much of the successes of deep Reinforcement Learning. However, learning the value function via bootstrapping often leads to unstable training due to fast-ch…