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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
Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement LearningCode1
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-LearningCode1
Learning to Adapt in Dynamic, Real-World Environments Through Meta-Reinforcement LearningCode1
Efficient Meta Reinforcement Learning for Preference-based Fast AdaptationCode1
MAMBA: an Effective World Model Approach for Meta-Reinforcement LearningCode1
MELD: Meta-Reinforcement Learning from Images via Latent State ModelsCode1
FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior RegularizationCode1
Meta-Learning with Self-Improving Momentum TargetCode1
Meta-Reinforcement Learning of Structured Exploration StrategiesCode1
Model-Based Meta-Reinforcement Learning for Flight with Suspended PayloadsCode1
Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward EnvironmentsCode1
Procedural generation of meta-reinforcement learning tasksCode1
ContraBAR: Contrastive Bayes-Adaptive Deep RLCode1
Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without SacrificesCode1
Exploration in Approximate Hyper-State Space 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
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task TransferCode1
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement LearningCode1
Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics MixtureCode1
Hypernetworks in Meta-Reinforcement LearningCode1
MetaCURE: Meta Reinforcement Learning with Empowerment-Driven ExplorationCode1
PixelSNAIL: An Improved Autoregressive Generative ModelCode1
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