| ToyArchitecture: Unsupervised Learning of Interpretable Models of the World | Mar 20, 2019 | Model-based Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems | Mar 7, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future | Mar 5, 2019 | Imitation LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Joint Perception and Control as Inference with an Object-based Implementation | Mar 4, 2019 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Model-Based Reinforcement Learning for Atari | Mar 1, 2019 | Atari GamesAtari Games 100k | CodeCode Available | 0 |
| A General Framework for Structured Learning of Mechanical Systems | Feb 22, 2019 | Model-based Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos | Feb 4, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Belief dynamics extraction | Feb 2, 2019 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning | Jan 31, 2019 | Decision Makingmodel | —Unverified | 0 |
| Multi-Agent Reinforcement Learning with Multi-Step Generative Models | Jan 29, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
