conftrace_

out-of-distribution action

11 papers

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Also known as

OOD ACTION

Co-occurring keywords · papers mentioning both

offline reinforcement learning (11) extrapolation error (3) in-sample learning (2) value estimation (2) dynamic programming (2) value function (2) policy learning (2) policy optimization (2) mild generalization (1) dynamics model (1)

Papers

Imagination-Limited Q-Learning for Offline Reinforcement Learning IJCAI 2025 Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood ICLR 2025 Doubly Mild Generalization for Offline Reinforcement Learning NeurIPS 2024 Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression NeurIPS 2024 AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation NeurIPS 2023 Budgeting Counterfactual for Offline RL NeurIPS 2023 Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization ICLR 2023 Supported Value Regularization for Offline Reinforcement Learning NeurIPS 2023 VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning NeurIPS 2023 Learning Pseudometric-based Action Representations for Offline Reinforcement Learning ICML 2022 Mildly Conservative Q-Learning for Offline Reinforcement Learning NeurIPS 2022