Distributional Reinforcement Learning

DRL-ORA: Distributional Reinforcement Learning with Online Epistemic Risk Adaptation UAI 2026 Distributional Reinforcement Learning with Dual Expectile-Quantile Regression UAI 2025 Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis AISTATS 2025 Distributional Reinforcement Learning with Regularized Wasserstein Loss NeurIPS 2024 Statistical Efficiency of Distributional Temporal Difference Learning NeurIPS 2024 Distributional Reinforcement Learning with Monotonic Splines ICLR 2022 The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning NeurIPS 2022 Distributional Reinforcement Learning via Moment Matching AAAI 2021 QUOTA: The Quantile Option Architecture for Reinforcement Learning AAAI 2019