Bridging the Gap Between Target Networks and Functional Regularization

Alexandre Piche, Valentin Thomas, Joseph Marino +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…