conftrace_

pessimistic estimation

4 papers

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Co-occurring keywords

offline reinforcement learning (492) concentration bound (28) distributional shift (60) pessimistic optimization (4) extrapolation error (9) out-of-distribution action (9) uncertainty estimation (648) diffusion policy (38) behavior policy (30) entropy regularization (132)

Papers

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