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cramer distance

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distributional reinforcement learning (5) value distribution (2) convergence guarantee (2) gradient temporal-difference learning (1) function approximator (1) value-based reinforcement learning (1) categorical distribution (1) c51 algorithm (1) cramér distance (1) asymptotic convergence (1)

Papers

A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning AISTATS 2022 Conjugated Discrete Distributions for Distributional Reinforcement Learning AAAI 2022 Distributional reinforcement learning with linear function approximation AISTATS 2019 Nonlinear Distributional Gradient Temporal-Difference Learning ICML 2019 An Analysis of Categorical Distributional Reinforcement Learning AISTATS 2018