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pessimistic estimation

4 papers

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Co-occurring keywords · papers mentioning both

offline reinforcement learning (3) concentration bound (1) distributional shift (1) pessimistic optimization (1) out-of-distribution action (1) extrapolation error (1) uncertainty estimation (1) diffusion policy (1) behavior policy (1) entropy regularization (1)

Papers

Dynamic Uncertainty Estimation for Offline Reinforcement Learning AAAI 2025 Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning NeurIPS 2024 Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning NeurIPS 2024 VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning NeurIPS 2023