The Efficacy of Pessimism in Asynchronous Q-Learning

Yuling Yan, Gen Li, Yuxin Chen +1

This paper is concerned with the asynchronous form of Q-learning, which applies a stochastic approximation scheme to Markovian data samples. Motivated by the recent advances in off…