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q-function estimation

2 papers

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Co-occurring keywords · papers mentioning both

markov decision process (2) off-policy evaluation (2) efficient estimation (1) doubly robust (1) double robustness (1) minimax optimal rate (1) instrumental variable (1) semiparametric efficiency (1) nonparametric estimation (1) reinforcement learning (1)

Papers

On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation ICML 2022 Double Reinforcement Learning for Efficient and Robust Off-Policy Evaluation ICML 2020