conftrace_

policy adaptation

26 papers

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Co-occurring keywords

reinforcement learning (4352) meta-reinforcement learning (61) zero-shot learning (3650) task distribution (32) meta reinforcement learning (24) multi-objective reinforcement learning (31) task adaptation (85) vision-language-action model (34) few-shot adaptation (31) large language model (13587)

Papers

On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning ACL 2026
Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning NSDI 2025
Optimal Policy Adaptation Under Covariate Shift IJCAI 2025
In-Context Policy Adaptation via Cross-Domain Skill Diffusion AAAI 2025
MoManipVLA: Transferring Vision-language-action Models for General Mobile Manipulation CVPR 2025
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator NIPS 2024
Driving Everywhere with Large Language Model Policy Adaptation CVPR 2024
An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning NIPS 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
LLM-based Skill Diffusion for Zero-shot Policy Adaptation NIPS 2024
Policy Adaptation From Foundation Model Feedback CVPR 2023
Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation ICML 2023
MoVie: Visual Model-Based Policy Adaptation for View Generalization NIPS 2023
A Definition of Continual Reinforcement Learning NIPS 2023
Conservative Offline Policy Adaptation in Multi-Agent Games NIPS 2023
Combinatorial Optimization with Policy Adaptation using Latent Space Search NIPS 2023
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents NIPS 2023
Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation NIPS 2022
Model-Based Opponent Modeling NIPS 2022
PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations IJCAI 2022
Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks AAAI 2022
Error-Aware Policy Learning: Zero-Shot Generalization in Partially Observable Dynamic Environments RSS 2021
Provably Efficient Model-based Policy Adaptation ICML 2020
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NIPS 2019