Momentum-based Accelerated Q-learning

Bowen Weng, Lin Zhao, Huaqing Xiong +1

This paper studies accelerated algorithms for Q-learning. We propose an acceleration scheme by incorporating the historical iterates of the Q-function. The idea is conceptually ins…