| Offline Meta-Reinforcement Learning with Online Self-Supervision | Jul 8, 2021 | Meta Reinforcement LearningOffline RL | CodeCode Available | 1 |
| Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation | Jun 24, 2021 | Meta Reinforcement LearningOff-policy evaluation | CodeCode Available | 1 |
| Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture | May 28, 2021 | Meta Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Offline Meta Reinforcement Learning -- Identifiability Challenges and Effective Data Collection Strategies | May 21, 2021 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents | Feb 4, 2021 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Policy Gradient RL Algorithms as Directed Acyclic Graphs | Dec 14, 2020 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Learning Associative Inference Using Fast Weight Memory | Nov 16, 2020 | Language ModellingMeta Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization | Oct 2, 2020 | Meta Reinforcement LearningMetric Learning | CodeCode Available | 1 |
| Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning | Oct 2, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Offline Meta-Reinforcement Learning with Advantage Weighting | Aug 13, 2020 | Machine TranslationMeta-Learning | CodeCode Available | 1 |
| Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices | Aug 6, 2020 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Offline Meta Learning of Exploration | Aug 6, 2020 | Meta-LearningMeta Reinforcement 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 |
| 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 |
| Model-Based Meta-Reinforcement Learning for Flight with Suspended Payloads | Apr 23, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies | Jan 1, 2020 | Efficient ExplorationMeta Reinforcement Learning | CodeCode Available | 1 |
| Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning | Dec 3, 2018 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Learning to Adapt in Dynamic, Real-World Environments Through Meta-Reinforcement Learning | Mar 30, 2018 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Meta-Reinforcement Learning of Structured Exploration Strategies | Feb 20, 2018 | Meta Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Diversity is All You Need: Learning Skills without a Reward Function | Feb 16, 2018 | AllDiversity | CodeCode Available | 1 |
| PixelSNAIL: An Improved Autoregressive Generative Model | Dec 28, 2017 | Density EstimationImage Generation | CodeCode Available | 1 |
