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Non-asymptotic Performances of Robust Markov Decision Processes., and . CoRR, (2021)Pluralistic Image Completion with Gaussian Mixture Models., , , , , , and . NeurIPS, (2022)PyRadar: Towards Automatically Retrieving and Validating Source Code Repository Information for PyPI Packages., , , and . Proc. ACM Softw. Eng., 1 (FSE): 2608-2631 (2024)A Unified Framework for Regularized Reinforcement Learning., , and . CoRR, (2019)Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach., , , and . CoRR, (2022)Anomaly Sound Detection of Industrial Equipment Based on Incremental Learning., , , , and . SAFEPROCESS, page 1-6. IEEE, (2023)Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees., , , , , , , and . AAAI, page 15671-15679. AAAI Press, (2024)A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning., , and . NeurIPS, page 5938-5948. (2019)A Statistical Analysis of Polyak-Ruppert Averaged Q-Learning., , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 2207-2261. PMLR, (2023)Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice., , , , , , , , , and 5 other author(s). ICML, volume 202 of Proceedings of Machine Learning Research, page 17135-17175. PMLR, (2023)