Meta Reinforcement Learning

Papers

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Showing 226–250 of 278 papers

Title	Date	Tasks	Status
Loaded DiCE: Trading off Bias and Variance in Any-Order Score Function Estimators for Reinforcement Learning	Sep 23, 2019	continuous-controlContinuous Control	CodeCode Available
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
Learning to reinforcement learn	Nov 17, 2016	Deep Reinforcement LearningMeta-Learning	CodeCode Available
Meta Reinforcement Learning with Task Embedding and Shared Policy	May 16, 2019	Deep Reinforcement LearningMeta-Learning	CodeCode Available
Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines	May 23, 2022	Meta-LearningMeta Reinforcement Learning	CodeCode Available
Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning	Jun 24, 2025	Meta Reinforcement LearningMuJoCo	CodeCode Available
Hindsight Foresight Relabeling for Meta-Reinforcement Learning	Sep 18, 2021	Meta Reinforcement Learningreinforcement-learning	CodeCode Available
Hierarchical Meta Reinforcement Learning for Multi-Task Environments	Jan 1, 2021	Deep Reinforcement LearningHierarchical Reinforcement Learning	CodeCode Available
Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations	Dec 26, 2023	Contrastive LearningDecoder	CodeCode Available
Adaptable image quality assessment using meta-reinforcement learning of task amenability	Jul 31, 2021	image-classificationImage Classification	CodeCode Available
On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning	Feb 12, 2020	Meta-LearningMeta Reinforcement Learning	CodeCode Available
Meta-Learning of Structured Task Distributions in Humans and Machines	Oct 5, 2020	Meta-LearningMeta Reinforcement Learning	CodeCode Available
Modeling and Optimization Trade-off in Meta-learning	Oct 24, 2020	Bilevel OptimizationMeta-Learning	CodeCode Available
learn2learn: A Library for Meta-Learning Research	Aug 27, 2020	Few-Shot LearningMeta-Learning	CodeCode Available
Some Considerations on Learning to Explore via Meta-Reinforcement Learning	Mar 3, 2018	Meta Reinforcement Learningreinforcement-learning	CodeCode Available
Meta Policy Learning for Cold-Start Conversational Recommendation	May 24, 2022	Conversational RecommendationMeta Reinforcement Learning	CodeCode Available
Meta-Q-Learning	Sep 30, 2019	continuous-controlContinuous Control	CodeCode Available
Context Meta-Reinforcement Learning via Neuromodulation	Oct 30, 2021	continuous-controlContinuous Control	CodeCode Available
Meta reinforcement learning as task inference	May 15, 2019	continuous-controlContinuous Control	CodeCode Available
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system	Oct 28, 2024	Code GenerationHumanEval	CodeCode Available
Quick Learner Automated Vehicle Adapting its Roadmanship to Varying Traffic Cultures with Meta Reinforcement Learning	Apr 18, 2021	Deep Reinforcement LearningMeta Reinforcement Learning	CodeCode Available
Meta-Reinforcement Learning by Tracking Task Non-stationarity	May 18, 2021	Meta Reinforcement Learningreinforcement-learning	CodeCode Available
Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming	Dec 15, 2023	Autonomous DrivingMeta-Learning	CodeCode Available
Exchangeable Models in Meta Reinforcement Learning	Jun 12, 2020	Meta Reinforcement Learningreinforcement-learning	CodeCode Available
Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems	Apr 27, 2020	Meta Reinforcement LearningMinecraft	CodeCode Available

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