| 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 |
| Graph Meta-Reinforcement Learning for Transferable Autonomous Mobility-on-Demand | Feb 15, 2022 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
| "Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer | Nov 8, 2021 | Few-Shot LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| 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 |
