| Learning State Representations in Complex Systems with Multimodal Data | Nov 27, 2018 | Anomaly DetectionDisentanglement | —Unverified | 0 |
| A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task | Nov 25, 2018 | DiagnosticModel-based Reinforcement Learning | —Unverified | 0 |
| Model-Based Reinforcement Learning for Sepsis Treatment | Nov 23, 2018 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches | Nov 21, 2018 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Policy Optimization with Model-based Explorations | Nov 18, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Towards a Simple Approach to Multi-step Model-based Reinforcement Learning | Oct 31, 2018 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Incremental learning abstract discrete planning domains and mappings to continuous perceptions | Oct 16, 2018 | Incremental LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Understanding the Asymptotic Performance of Model-Based RL Methods | Sep 27, 2018 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
| Unsupervised Exploration with Deep Model-Based Reinforcement Learning | Sep 27, 2018 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Learning powerful policies and better dynamics models by encouraging consistency | Sep 27, 2018 | Model-based Reinforcement Learning | —Unverified | 0 |
