| Meta-World+: An Improved, Standardized, RL Benchmark | May 16, 2025 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 5 |
| AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers | Nov 17, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX | Dec 19, 2023 | DiversityGPU | CodeCode Available | 2 |
| Evolving Reservoirs for Meta Reinforcement Learning | Dec 9, 2023 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning | Oct 24, 2019 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 2 |
| Mind the Gap: Towards Generalizable Autonomous Penetration Testing via Domain Randomization and Meta-Reinforcement Learning | Dec 5, 2024 | Large Language ModelMeta Reinforcement Learning | CodeCode Available | 1 |
| Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning | Oct 14, 2024 | Decision MakingManagement | CodeCode Available | 1 |
| Skill-aware Mutual Information Optimisation for Generalisation in Reinforcement Learning | Jun 7, 2024 | Contrastive LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning | Mar 14, 2024 | Efficient ExplorationMamba | CodeCode Available | 1 |
| SplAgger: Split Aggregation for Meta-Reinforcement Learning | Mar 5, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning | Feb 4, 2024 | Meta Reinforcement LearningOffline RL | CodeCode Available | 1 |
| Context Shift Reduction for Offline Meta-Reinforcement Learning | Nov 7, 2023 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| ContraBAR: Contrastive Bayes-Adaptive Deep RL | Jun 4, 2023 | Contrastive LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Procedural generation of meta-reinforcement learning tasks | Feb 11, 2023 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation | Nov 20, 2022 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| BIMRL: Brain Inspired Meta Reinforcement Learning | Oct 29, 2022 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Hypernetworks in Meta-Reinforcement Learning | Oct 20, 2022 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Meta-Learning with Self-Improving Momentum Target | Oct 11, 2022 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 |
| Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning | Oct 9, 2022 | Decision MakingMeta Reinforcement Learning | CodeCode Available | 1 |
| Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments | Sep 26, 2022 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Meta-Reinforcement Learning Algorithm for Causal Discovery | Jul 18, 2022 | Causal DiscoveryMeta Reinforcement Learning | CodeCode Available | 1 |
| Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning | Jun 21, 2022 | Contrastive LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Transformers are Meta-Reinforcement Learners | Jun 14, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Graph Meta-Reinforcement Learning for Transferable Autonomous Mobility-on-Demand | Feb 15, 2022 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| "Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer | Nov 8, 2021 | Few-Shot LearningMeta Reinforcement Learning | CodeCode Available | 1 |
