| Hindsight Foresight Relabeling for Meta-Reinforcement Learning | Sep 18, 2021 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Integrated and Adaptive Guidance and Control for Endoatmospheric Missiles via Reinforcement Learning | Sep 8, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach | Sep 3, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Improved Robustness and Safety for Pre-Adaptation of Meta Reinforcement Learning with Prior Regularization | Aug 19, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Meta-Reinforcement Learning in Broad and Non-Parametric Environments | Aug 8, 2021 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games | Aug 1, 2021 | Imitation LearningMeta Reinforcement Learning | —Unverified | 0 |
| Adaptable image quality assessment using meta-reinforcement learning of task amenability | Jul 31, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Adaptation of Quadruped Robot Locomotion with Meta-Learning | Jul 8, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Offline Meta-Reinforcement Learning with Online Self-Supervision | Jul 8, 2021 | Meta Reinforcement LearningOffline RL | CodeCode Available | 1 |
| Meta-Reinforcement Learning for Heuristic Planning | Jul 6, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation | Jun 24, 2021 | Meta Reinforcement LearningOff-policy evaluation | CodeCode Available | 1 |
| Disentangled Predictive Representation for Meta-Reinforcement Learning | Jun 13, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture | May 28, 2021 | Meta Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Meta Reinforcement Learning for Fast Adaptation of Hierarchical Policies | May 21, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Offline Meta Reinforcement Learning -- Identifiability Challenges and Effective Data Collection Strategies | May 21, 2021 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Meta Learning the Step Size in Policy Gradient Methods | May 20, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Meta-Reinforcement Learning by Tracking Task Non-stationarity | May 18, 2021 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL | May 14, 2021 | Inductive BiasMeta Reinforcement Learning | —Unverified | 0 |
| What is Going on Inside Recurrent Meta Reinforcement Learning Agents? | Apr 29, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response | Apr 29, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Adaptive Adversarial Training for Meta Reinforcement Learning | Apr 27, 2021 | Generative Adversarial NetworkMeta-Learning | —Unverified | 0 |
| 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 | 0 |
| A Meta-Reinforcement Learning Approach to Process Control | Mar 25, 2021 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning | Mar 15, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Meta Learning for Multi-agent Communication | Mar 13, 2021 | DiversityMeta-Learning | —Unverified | 0 |
| Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning | Mar 10, 2021 | Contrastive LearningMeta Reinforcement Learning | —Unverified | 0 |
| Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models | Feb 16, 2021 | Decision MakingMeta Reinforcement Learning | —Unverified | 0 |
| Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents | Feb 4, 2021 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks | Jan 29, 2021 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| Meta-Reinforcement Learning for Adaptive Motor Control in Changing Robot Dynamics and Environments | Jan 19, 2021 | FrictionMeta-Learning | —Unverified | 0 |
| Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning | Jan 13, 2021 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| Linear Representation Meta-Reinforcement Learning for Instant Adaptation | Jan 12, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Off-Policy Meta-Reinforcement Learning Based on Feature Embedding Spaces | Jan 6, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Meta Reinforcement Learning for Multi-Task Environments | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Meta-Reinforcement Learning With Informed Policy Regularization | Jan 1, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Intrinsically Guided Exploration in Meta Reinforcement Learning | Jan 1, 2021 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Interpretable Meta-Reinforcement Learning with Actor-Critic Method | Jan 1, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| PERIL: Probabilistic Embeddings for hybrid Meta-Reinforcement and Imitation Learning | Jan 1, 2021 | Imitation LearningMeta Reinforcement Learning | —Unverified | 0 |
| Policy Gradient RL Algorithms as Directed Acyclic Graphs | Dec 14, 2020 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Performance-Weighed Policy Sampling for Meta-Reinforcement Learning | Dec 10, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Optimizing the Neural Architecture of Reinforcement Learning Agents | Nov 30, 2020 | Atari GamesMeta Reinforcement Learning | CodeCode Available | 0 |
| Double Meta-Learning for Data Efficient Policy Optimization in Non-Stationary Environments | Nov 21, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Learning Associative Inference Using Fast Weight Memory | Nov 16, 2020 | Language ModellingMeta Reinforcement Learning | CodeCode Available | 1 |
| Information-theoretic Task Selection for Meta-Reinforcement Learning | Nov 2, 2020 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning | Oct 29, 2020 | Knowledge Base Question AnsweringMeta Reinforcement Learning | CodeCode Available | 1 |
| MELD: Meta-Reinforcement Learning from Images via Latent State Models | Oct 26, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Modeling and Optimization Trade-off in Meta-learning | Oct 24, 2020 | Bilevel OptimizationMeta-Learning | CodeCode Available | 0 |
| Characterizing Policy Divergence for Personalized Meta-Reinforcement Learning | Oct 9, 2020 | DiversityMeta-Learning | —Unverified | 0 |
| Meta-Learning of Structured Task Distributions in Humans and Machines | Oct 5, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization | Oct 2, 2020 | Meta Reinforcement LearningMetric Learning | CodeCode Available | 1 |
