policy adaptation

On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning ACL 2026 Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint ICLR 2025 Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs ICLR 2025 In-Context Policy Adaptation via Cross-Domain Skill Diffusion AAAI 2025 MoManipVLA: Transferring Vision-language-action Models for General Mobile Manipulation CVPR 2025 Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning NSDI 2025 Optimal Policy Adaptation Under Covariate Shift IJCAI 2025 Robot Trains Robot: Automatic Real-World Policy Adaptation and Learning for Humanoids CoRL 2025 An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning NeurIPS 2024 Cross-Domain Policy Adaptation by Capturing Representation Mismatch ICML 2024 Driving Everywhere with Large Language Model Policy Adaptation CVPR 2024 LLM-based Skill Diffusion for Zero-shot Policy Adaptation NeurIPS 2024 MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components AAAI 2024 Meta-Reinforcement Learning via Exploratory Task Clustering AAAI 2024 Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator NeurIPS 2024 Policy Adaptation via Language Optimization: Decomposing Tasks for Few-Shot Imitation CoRL 2024 A Definition of Continual Reinforcement Learning NeurIPS 2023 Combinatorial Optimization with Policy Adaptation using Latent Space Search NeurIPS 2023 Conservative Offline Policy Adaptation in Multi-Agent Games NeurIPS 2023 Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation ICML 2023 Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents NeurIPS 2023 Hyper-Decision Transformer for Efficient Online Policy Adaptation ICLR 2023 MoVie: Visual Model-Based Policy Adaptation for View Generalization NeurIPS 2023 Policy Adaptation From Foundation Model Feedback CVPR 2023 AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning ICLR 2022