Meta Reinforcement Learning

Papers

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Showing 76–100 of 278 papers

Title	Date	Tasks	Status	Score
Coreset-Based Task Selection for Sample-Efficient Meta-Reinforcement Learning	Feb 4, 2025	Meta Reinforcement Learning	CodeCode Available	5
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks	Jan 29, 2021	Meta-LearningMeta Reinforcement Learning	CodeCode Available	5
Meta reinforcement learning as task inference	May 15, 2019	continuous-controlContinuous Control	CodeCode Available	5
Meta Policy Learning for Cold-Start Conversational Recommendation	May 24, 2022	Conversational RecommendationMeta Reinforcement Learning	CodeCode Available	5
Meta-Q-Learning	Sep 30, 2019	continuous-controlContinuous Control	CodeCode Available	5
Meta-Reinforcement Learning by Tracking Task Non-stationarity	May 18, 2021	Meta Reinforcement Learningreinforcement-learning	CodeCode Available	5
Meta-Reinforcement Learning via Buffering Graph Signatures for Live Video Streaming Events	Oct 3, 2021	Meta-LearningMeta Reinforcement Learning	CodeCode Available	5
Loaded DiCE: Trading off Bias and Variance in Any-Order Score Function Gradient Estimators for Reinforcement Learning	Dec 1, 2019	continuous-controlContinuous Control	CodeCode Available	5
Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations	Dec 26, 2023	Contrastive LearningDecoder	CodeCode Available	5
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system	Oct 28, 2024	Code GenerationHumanEval	CodeCode Available	5
Adaptable image quality assessment using meta-reinforcement learning of task amenability	Jul 31, 2021	image-classificationImage Classification	CodeCode Available	5
Loaded DiCE: Trading off Bias and Variance in Any-Order Score Function Estimators for Reinforcement Learning	Sep 23, 2019	continuous-controlContinuous Control	CodeCode Available	5
Context Meta-Reinforcement Learning via Neuromodulation	Oct 30, 2021	continuous-controlContinuous Control	CodeCode Available	5
Exchangeable Models in Meta Reinforcement Learning	Jun 12, 2020	Meta Reinforcement Learningreinforcement-learning	CodeCode Available	5
Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming	Dec 15, 2023	Autonomous DrivingMeta-Learning	CodeCode Available	5
Meta-Learning of Structured Task Distributions in Humans and Machines	Oct 5, 2020	Meta-LearningMeta Reinforcement Learning	CodeCode Available	5
Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems	Apr 27, 2020	Meta Reinforcement LearningMinecraft	CodeCode Available	5
Hindsight Foresight Relabeling for Meta-Reinforcement Learning	Sep 18, 2021	Meta Reinforcement Learningreinforcement-learning	CodeCode Available	5
Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning	Jun 24, 2025	Meta Reinforcement LearningMuJoCo	CodeCode Available	5
Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement Learning	Dec 19, 2024	Meta Reinforcement LearningMuJoCo	CodeCode Available	5
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity	Nov 7, 2024	DiversityMeta Reinforcement Learning	CodeCode Available	5
Concurrent Meta Reinforcement Learning	Mar 7, 2019	Efficient ExplorationMeta-Learning	CodeCode Available	5
Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours	Dec 21, 2018	Meta Reinforcement LearningReinforcement Learning	CodeCode Available	5
Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning	Apr 4, 2022	BIG-bench Machine LearningInductive Bias	CodeCode Available	5
Image quality assessment for machine learning tasks using meta-reinforcement learning	Mar 27, 2022	BIG-bench Machine Learningimage-classification	CodeCode Available	5

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