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DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm.

, , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 33657-33673. PMLR, (2023)

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Online Hyper-parameter Tuning in Off-policy Learning via Evolutionary Strategies., and . CoRR, (2020)Augment-Reinforce-Merge Policy Gradient for Binary Stochastic Policy., , and . CoRR, (2019)Exploration by Distributional Reinforcement Learning., and . IJCAI, page 2710-2716. ijcai.org, (2018)VA-learning as a more efficient alternative to Q-learning., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 33739-33757. PMLR, (2023)The Statistical Benefits of Quantile Temporal-Difference Learning for Value Estimation., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 29210-29231. PMLR, (2023)Understanding Self-Predictive Learning for Reinforcement Learning., , , , , , , , , and 6 other author(s). ICML, volume 202 of Proceedings of Machine Learning Research, page 33632-33656. PMLR, (2023)An Analysis of Quantile Temporal-Difference Learning., , , , , , , , and . CoRR, (2023)KL-Entropy-Regularized RL with a Generative Model is Minimax Optimal., , , , , , , , , and 3 other author(s). CoRR, (2022)Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning.. CoRR, (2021)Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning.. ICML, volume 162 of Proceedings of Machine Learning Research, page 21050-21075. PMLR, (2022)