| A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games | Nov 21, 2016 | Atari GamesModel-based Reinforcement Learning | —Unverified | 0 |
| Multi-task learning with deep model based reinforcement learning | Nov 4, 2016 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Deep Visual Foresight for Planning Robot Motion | Oct 3, 2016 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 0 |
| Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks | May 23, 2016 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models | Feb 19, 2016 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Data-Efficient Learning of Feedback Policies from Image Pixels using Deep Dynamical Models | Oct 8, 2015 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Model-based Reinforcement Learning with Parametrized Physical Models and Optimism-Driven Exploration | Sep 23, 2015 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| One-Shot Learning of Manipulation Skills with Online Dynamics Adaptation and Neural Network Priors | Sep 23, 2015 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Efficient model-based reinforcement learning for approximate online optimal | Feb 9, 2015 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| From Pixels to Torques: Policy Learning with Deep Dynamical Models | Feb 8, 2015 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 |
