Ensemble Bootstrapping for Q-Learning

Oren Peer, Chen Tessler, Nadav Merlis +1

Q-learning (QL), a common reinforcement learning algorithm, suffers from over-estimation bias due to the maximization term in the optimal Bellman operator. This bias may lead to su…