conftrace_

extrapolation error

9 papers

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Co-occurring keywords

offline reinforcement learning (492) out-of-distribution action (9) behavior policy (30) continuous control (246) policy learning (702) value overestimation (6) in-sample learning (1) mild generalization (1) pessimistic estimation (4) distributional shift (60)

Papers

Dynamic Uncertainty Estimation for Offline Reinforcement Learning AAAI 2025
Doubly Mild Generalization for Offline Reinforcement Learning NIPS 2024
Supported Value Regularization for Offline Reinforcement Learning NIPS 2023
Supported Trust Region Optimization for Offline Reinforcement Learning ICML 2023
Budgeting Counterfactual for Offline RL NIPS 2023
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning NIPS 2021
Continuous Doubly Constrained Batch Reinforcement Learning NIPS 2021
PLAS: Latent Action Space for Offline Reinforcement Learning CORL 2020
Off-Policy Deep Reinforcement Learning without Exploration ICML 2019