| Meta Policy Learning for Cold-Start Conversational Recommendation | May 24, 2022 | Conversational RecommendationMeta Reinforcement Learning | CodeCode Available | 0 |
| Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines | May 23, 2022 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| Skill-based Meta-Reinforcement Learning | Apr 25, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning | Apr 4, 2022 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 0 |
| Robust Meta-Reinforcement Learning with Curriculum-Based Task Sampling | Mar 31, 2022 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Image quality assessment for machine learning tasks using meta-reinforcement learning | Mar 27, 2022 | BIG-bench Machine Learningimage-classification | CodeCode Available | 0 |
| Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach | Mar 17, 2022 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Model-Based Offline Meta-Reinforcement Learning with Regularization | Feb 7, 2022 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Meta-Reinforcement Learning with Self-Modifying Networks | Feb 4, 2022 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning | Dec 31, 2021 | Atari GamesMeta Reinforcement Learning | CodeCode Available | 0 |
| RELDEC: Reinforcement Learning-Based Decoding of Moderate Length LDPC Codes | Dec 27, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dynamic Channel Access via Meta-Reinforcement Learning | Dec 24, 2021 | channel selectionDeep Reinforcement Learning | —Unverified | 0 |
| Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning | Dec 14, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module | Dec 14, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| CoMPS: Continual Meta Policy Search | Dec 8, 2021 | Continual Learningcontinuous-control | —Unverified | 0 |
| Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL | Dec 2, 2021 | Meta Reinforcement Learning | —Unverified | 0 |
| On the Practical Consistency of Meta-Reinforcement Learning Algorithms | Dec 1, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| MAMRL: Exploiting Multi-agent Meta Reinforcement Learning in WAN Traffic Engineering | Nov 30, 2021 | Decision MakingMeta-Learning | —Unverified | 0 |
| ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control | Nov 15, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Learning to Cooperate with Unseen Agent via Meta-Reinforcement Learning | Nov 5, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AlphaD3M: Machine Learning Pipeline Synthesis | Nov 3, 2021 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Context Meta-Reinforcement Learning via Neuromodulation | Oct 30, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Provable Hierarchy-Based Meta-Reinforcement Learning | Oct 18, 2021 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| Meta-Reinforcement Learning via Buffering Graph Signatures for Live Video Streaming Events | Oct 3, 2021 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| Transformers are Meta-Reinforcement Learners | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Introducing Symmetries to Black Box Meta Reinforcement Learning | Sep 22, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| 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 |
| Meta-Reinforcement Learning for Heuristic Planning | Jul 6, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Disentangled Predictive Representation for Meta-Reinforcement Learning | Jun 13, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Meta Reinforcement Learning for Fast Adaptation of Hierarchical Policies | May 21, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| 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 |
| Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks | Jan 29, 2021 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
