| Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman Filter | Oct 17, 2020 | DiversityState Space Models | CodeCode Available | 0 |
| Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction | Jul 29, 2020 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Hierarchical Control of Multi-Agent Systems using Online Reinforcement Learning | Jul 28, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF | Jun 17, 2020 | Bayesian InferenceState Space Models | —Unverified | 0 |
| Stanza: A Nonlinear State Space Model for Probabilistic Inference in Non-Stationary Time Series | Jun 11, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Neural Physicist: Learning Physical Dynamics from Image Sequences | Jun 9, 2020 | Representation LearningState Space Models | —Unverified | 0 |
| Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models | Jun 8, 2020 | State Space ModelsVariational Inference | —Unverified | 0 |
| Pairs Trading with Nonlinear and Non-Gaussian State Space Models | May 19, 2020 | State Space Models | —Unverified | 0 |
| Localized active learning of Gaussian process state space models | May 4, 2020 | Active LearningModel Predictive Control | —Unverified | 0 |
| Active inference on discrete state-spaces: a synthesis | Mar 28, 2020 | Decision MakingState Space Models | —Unverified | 0 |
