@article{adaptivetrustregionpolicyoptimization,
  title = {Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs},
  author = {Lior Shani and Yonathan Efroni and Shie Mannor},
  year = {2019},
  eprint = {1909.02769},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1909.02769v2},
}