| Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning | Oct 2, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Bayesian Meta-reinforcement Learning for Traffic Signal Control | Oct 1, 2020 | Continual LearningMeta-Learning | —Unverified | 0 |
| Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning | Sep 29, 2020 | Contrastive LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| Complementary Meta-Reinforcement Learning for Fault-Adaptive Control | Sep 26, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning | Sep 17, 2020 | ClusteringGenerative Adversarial Network | —Unverified | 0 |
| Importance Weighted Policy Learning and Adaptation | Sep 10, 2020 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Meta Reinforcement Learning-Based Lane Change Strategy for Autonomous Vehicles | Aug 28, 2020 | Autonomous VehiclesImitation Learning | —Unverified | 0 |
| learn2learn: A Library for Meta-Learning Research | Aug 27, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Safe Active Dynamics Learning and Control: A Sequential Exploration-Exploitation Framework | Aug 26, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Offline Meta-Reinforcement Learning with Advantage Weighting | Aug 13, 2020 | Machine TranslationMeta-Learning | CodeCode Available | 1 |
| Offline Meta Learning of Exploration | Aug 6, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices | Aug 6, 2020 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning | Aug 5, 2020 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search | Jul 18, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Learning Robust State Abstractions for Hidden-Parameter Block MDPs | Jul 14, 2020 | Generalization BoundsMeta Reinforcement Learning | CodeCode Available | 1 |
| Model-based Adversarial Meta-Reinforcement Learning | Jun 16, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration | Jun 15, 2020 | Efficient ExplorationMeta Reinforcement Learning | CodeCode Available | 1 |
| Explore then Execute: Adapting without Rewards via Factorized Meta-Reinforcement Learning | Jun 12, 2020 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exchangeable Models in Meta Reinforcement Learning | Jun 12, 2020 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Meta-Reinforcement Learning Robust to Distributional Shift via Model Identification and Experience Relabeling | Jun 12, 2020 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Brief Look at Generalization in Visual Meta-Reinforcement Learning | Jun 12, 2020 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| Meta-Model-Based Meta-Policy Optimization | Jun 4, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Towards intervention-centric causal reasoning in learning agents | May 26, 2020 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks | May 25, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Watch, Try, Learn: Meta-Learning from Demonstrations and Rewards | May 1, 2020 | Imitation LearningMeta-Learning | —Unverified | 0 |
| Meta-Reinforcement Learning for Robotic Industrial Insertion Tasks | Apr 29, 2020 | FrictionMeta Reinforcement Learning | —Unverified | 0 |
| Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems | Apr 27, 2020 | Meta Reinforcement LearningMinecraft | CodeCode Available | 0 |
| Model-Based Meta-Reinforcement Learning for Flight with Suspended Payloads | Apr 23, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning | Mar 3, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems | Feb 20, 2020 | Edge-computingMeta Reinforcement Learning | —Unverified | 0 |
| Curriculum in Gradient-Based Meta-Reinforcement Learning | Feb 19, 2020 | BenchmarkingMeta-Learning | —Unverified | 0 |
| On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning | Feb 12, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem | Feb 11, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Analyzing Policy Distillation on Multi-Task Learning and Meta-Reinforcement Learning in Meta-World | Feb 8, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies | Jan 1, 2020 | Efficient ExplorationMeta Reinforcement Learning | CodeCode Available | 1 |
| Unsupervised Curricula for Visual Meta-Reinforcement Learning | Dec 9, 2019 | ClusteringMeta-Learning | —Unverified | 0 |
| 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 | 0 |
| MAME : Model-Agnostic Meta-Exploration | Nov 11, 2019 | Efficient ExplorationMeta Reinforcement Learning | —Unverified | 0 |
| Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning | Oct 24, 2019 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 2 |
| State2vec: Off-Policy Successor Features Approximators | Oct 22, 2019 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improving Generalization in Meta Reinforcement Learning using Learned Objectives | Oct 9, 2019 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning | Sep 30, 2019 | Hierarchical Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Meta-Q-Learning | Sep 30, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Consistent Meta-Reinforcement Learning via Model Identification and Experience Relabeling | Sep 25, 2019 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient meta reinforcement learning via meta goal generation | Sep 25, 2019 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Pre-training as Batch Meta Reinforcement Learning with tiMe | Sep 25, 2019 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hope For The Best But Prepare For The Worst: Cautious Adaptation In RL Agents | Sep 25, 2019 | Domain AdaptationMeta Reinforcement Learning | —Unverified | 0 |
| Multi-task Batch Reinforcement Learning with Metric Learning | Sep 25, 2019 | Meta Reinforcement LearningMetric Learning | —Unverified | 0 |
| Loaded DiCE: Trading off Bias and Variance in Any-Order Score Function Estimators for Reinforcement Learning | Sep 23, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Meta Reinforcement Learning for Sim-to-real Domain Adaptation | Sep 16, 2019 | Domain AdaptationMeta-Learning | —Unverified | 0 |
