conftrace_

out-of-distribution action

9 papers

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Also known as

OOD ACTION

Co-occurring keywords

offline reinforcement learning (492) extrapolation error (9) value estimation (47) dynamic programming (274) value function (295) policy learning (702) policy optimization (657) value overestimation (6) in-sample learning (1) mild generalization (1)

Papers

Imagination-Limited Q-Learning for Offline Reinforcement Learning IJCAI 2025
Doubly Mild Generalization for Offline Reinforcement Learning NIPS 2024
Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression NIPS 2024
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation NIPS 2023
VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning NIPS 2023
Supported Value Regularization for Offline Reinforcement Learning NIPS 2023
Budgeting Counterfactual for Offline RL NIPS 2023
Mildly Conservative Q-Learning for Offline Reinforcement Learning NIPS 2022
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning ICML 2022