| 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 |
| Low Level Control of a Quadrotor with Deep Model-Based Reinforcement Learning | Jan 11, 2019 | GPUModel-based Reinforcement Learning | —Unverified | 0 |
| Optimal Decision-Making in Mixed-Agent Partially Observable Stochastic Environments via Reinforcement Learning | Jan 4, 2019 | Decision MakingImage Segmentation | —Unverified | 0 |
| Accelerating Goal-Directed Reinforcement Learning by Model Characterization | Jan 4, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Generative Adversarial User Model for Reinforcement Learning Based Recommendation System | Dec 27, 2018 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 |
| VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control | Dec 24, 2018 | Deep AttentionModel-based Reinforcement Learning | —Unverified | 0 |
| Deep Online Learning via Meta-Learning: Continual Adaptation for Model-Based RL | Dec 18, 2018 | Meta-LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Mitigating Planner Overfitting in Model-Based Reinforcement Learning | Dec 3, 2018 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Iterative Value-Aware Model Learning | Dec 1, 2018 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| 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 |
| Learning powerful policies and better dynamics models by encouraging consistency | Sep 27, 2018 | Model-based Reinforcement Learning | —Unverified | 0 |
| Unsupervised Exploration with Deep Model-Based Reinforcement Learning | Sep 27, 2018 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Understanding the Asymptotic Performance of Model-Based RL Methods | Sep 27, 2018 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
| Model-Based Reinforcement Learning via Meta-Policy Optimization | Sep 14, 2018 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning | Aug 28, 2018 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
