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Meta Reinforcement Learning

Papers

Showing 2650 of 278 papers

TitleStatusHype
BIMRL: Brain Inspired Meta Reinforcement LearningCode1
A Meta-Reinforcement Learning Algorithm for Causal DiscoveryCode1
FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior RegularizationCode1
Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement LearningCode1
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement LearningCode1
Diversity is All You Need: Learning Skills without a Reward FunctionCode1
Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward EnvironmentsCode1
Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement LearningCode1
Exploration in Approximate Hyper-State Space for Meta Reinforcement LearningCode1
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement LearningCode1
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task TransferCode1
Context Shift Reduction for Offline Meta-Reinforcement LearningCode1
Hypernetworks in Meta-Reinforcement LearningCode1
Procedural generation of meta-reinforcement learning tasksCode1
ContraBAR: Contrastive Bayes-Adaptive Deep RLCode1
MetaCURE: Meta Reinforcement Learning with Empowerment-Driven ExplorationCode1
MAMBA: an Effective World Model Approach for Meta-Reinforcement LearningCode1
Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agentsCode1
Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement LearningCode1
Meta Reinforcement Learning with Autonomous Inference of Subtask DependenciesCode1
Learning to Adapt in Dynamic, Real-World Environments Through Meta-Reinforcement LearningCode1
Efficient Meta Reinforcement Learning for Preference-based Fast AdaptationCode1
Offline Meta Reinforcement Learning -- Identifiability Challenges and Effective Data Collection StrategiesCode1
Offline Meta-Reinforcement Learning with Online Self-SupervisionCode1
Offline Meta Learning of ExplorationCode1
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