| On Uncertainty in Deep State Space Models for Model-Based Reinforcement Learning | Oct 17, 2022 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| When to Update Your Model: Constrained Model-based Reinforcement Learning | Oct 15, 2022 | modelModel-based Reinforcement Learning | CodeCode Available | 1 |
| Safe Model-Based Reinforcement Learning with an Uncertainty-Aware Reachability Certificate | Oct 14, 2022 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| DISCOVER: Deep identification of symbolically concise open-form PDEs via enhanced reinforcement-learning | Oct 4, 2022 | Deep Reinforcement LearningForm | CodeCode Available | 1 |
| Hyperbolic VAE via Latent Gaussian Distributions | Sep 30, 2022 | Density EstimationModel-based Reinforcement Learning | CodeCode Available | 1 |
| Visuo-Tactile Transformers for Manipulation | Sep 30, 2022 | Model-based Reinforcement LearningRepresentation Learning | CodeCode Available | 1 |
| Model-based Reinforcement Learning with Multi-step Plan Value Estimation | Sep 12, 2022 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Causal Dynamics Learning for Task-Independent State Abstraction | Jun 27, 2022 | Model-based Reinforcement Learning | CodeCode Available | 1 |
| Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning | Jun 9, 2022 | D4RLModel-based Reinforcement Learning | CodeCode Available | 1 |
| A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning | Jun 9, 2022 | Model-based Reinforcement LearningPrediction | CodeCode Available | 1 |