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offline meta-reinforcement learning

11 papers

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Also known as

OMRL OFFLINE META-RL

Co-occurring keywords · papers mentioning both

offline reinforcement learning (5) context shift (3) mutual information (3) task representation (2) task adaptation (2) context encoder (2) task inference (2) task representation learning (2) meta-reinforcement learning (2) distribution shift (2)

Papers

Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts AAAI 2026 Meta-Normalizing Flow for Data-Limited Offline Meta-Reinforcement Learning (Student Abstract) AAAI 2026 Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning ICLR 2025 Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations AAAI 2024 Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NeurIPS 2024 Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning NeurIPS 2024 Context Shift Reduction for Offline Meta-Reinforcement Learning NeurIPS 2023 Offline Meta Reinforcement Learning with In-Distribution Online Adaptation ICML 2023 Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022 FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization ICLR 2021 Offline Meta-Reinforcement Learning with Advantage Weighting ICML 2021