conftrace_

value overestimation

11 papers

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Co-occurring keywords · papers mentioning both

offline reinforcement learning (6) conservative q-learning (3) policy optimization (3) extrapolation error (2) in-sample learning (2) value estimation (2) off-policy learning (2) model-based reinforcement learning (2) policy learning (2) distributional shift (1)

Papers

TD-M(PC)$^2$: Improving Temporal Difference MPC Through Policy Constraint L4DC 2026 ACTIVE: Offline Reinforcement Learning via Adaptive Imitation and In-sample V-Ensemble ICLR 2025 Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL ICML 2025 Doubly Mild Generalization for Offline Reinforcement Learning NeurIPS 2024 The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning NeurIPS 2024 Conservative State Value Estimation for Offline Reinforcement Learning NeurIPS 2023 Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning NeurIPS 2023 Policy Regularization with Dataset Constraint for Offline Reinforcement Learning ICML 2023 The Importance of Pessimism in Fixed-Dataset Policy Optimization ICLR 2021 Conservative Q-Learning for Offline Reinforcement Learning NeurIPS 2020 Double Q-learning NeurIPS 2010