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Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence., , and . NIPS, page 3221-3229. (2012)Multi-Bandit Best Arm Identification., , , and . NIPS, page 2222-2230. (2011)Hierarchically Optimal Average Reward Reinforcement Learning., and . ICML, page 195-202. Morgan Kaufmann, (2002)Continuous-Time Hierarchical Reinforcement Learning., and . ICML, page 186-193. Morgan Kaufmann, (2001)Proximal Gradient Temporal Difference Learning: Stable Reinforcement Learning with Polynomial Sample Complexity., , , , , and . J. Artif. Intell. Res., (2018)Variance-constrained actor-critic algorithms for discounted and average reward MDPs., and . Machine Learning, 105 (3): 367-417 (2016)Bottleneck Conditional Density Estimation., , and . CoRR, (2016)Regularized Policy Iteration with Nonparametric Function Spaces., , , and . J. Mach. Learn. Res., (2016)Risk-Sensitive Generative Adversarial Imitation Learning., , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2154-2163. PMLR, (2019)Model-Independent Online Learning for Influence Maximization., , , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3530-3539. PMLR, (2017)