@article{nonasymptoticconvergenceofadamtype, title = {Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling}, author = {Huaqing Xiong and Tengyu Xu and Yingbin Liang and Wei zhang}, year = {2020}, eprint = {2002.06286}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2002.06286v2}, }