| Model-Based Reinforcement Learning for Physical Systems Without Velocity and Acceleration Measurements | Feb 25, 2020 | GPRModel-based Reinforcement Learning | —Unverified | 0 |
| Frequency-based Search-control in Dyna | Feb 14, 2020 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Ready Policy One: World Building Through Active Learning | Feb 7, 2020 | Active Learningcontinuous-control | —Unverified | 0 |
| Deep Learning Tubes for Tube MPC | Feb 5, 2020 | Deep LearningModel-based Reinforcement Learning | —Unverified | 0 |
| GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling | Jan 22, 2020 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| Local Policy Optimization for Trajectory-Centric Reinforcement Learning | Jan 22, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping | Jan 15, 2020 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| A Game Theoretic Perspective on Model-Based Reinforcement Learning | Jan 1, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning to Combat Compounding-Error in Model-Based Reinforcement Learning | Dec 24, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement Learning | Dec 21, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Bayesian Linear Regression on Deep Representations | Dec 14, 2019 | Model-based Reinforcement Learningregression | —Unverified | 0 |
| Learning Latent State Spaces for Planning through Reward Prediction | Dec 9, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement Learning | Dec 1, 2019 | Model-based Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation | Dec 1, 2019 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 |
| Transferable Force-Torque Dynamics Model for Peg-in-hole Task | Nov 30, 2019 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization | Nov 28, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Augmented Random Search for Quadcopter Control: An alternative to Reinforcement Learning | Nov 28, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation | Nov 10, 2019 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 |
| Robo-PlaNet: Learning to Poke in a Day | Nov 9, 2019 | Model-based Reinforcement LearningPosition | —Unverified | 0 |
| MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems | Nov 6, 2019 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Tustin neural networks: a class of recurrent nets for adaptive MPC of mechanical systems | Nov 4, 2019 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Asynchronous Methods for Model-Based Reinforcement Learning | Oct 28, 2019 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Entity Abstraction in Visual Model-Based Reinforcement Learning | Oct 28, 2019 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Regularizing Model-Based Planning with Energy-Based Models | Oct 12, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation | Oct 11, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models | Oct 9, 2019 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Model-Based Reinforcement Learning Exploiting State-Action Equivalence | Oct 9, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Model-based Reinforcement Learning for Predictions and Control for Limit Order Books | Oct 9, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-step Greedy Reinforcement Learning Algorithms | Oct 7, 2019 | Continuous ControlGame of Go | —Unverified | 0 |
| Multi-step Greedy Policies in Model-Free Deep Reinforcement Learning | Sep 25, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| S2VG: Soft Stochastic Value Gradient method | Sep 25, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Policy Tree Network | Sep 25, 2019 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
| Model Imitation for Model-Based Reinforcement Learning | Sep 25, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Policy Optimization In the Face of Uncertainty | Sep 25, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Improving Exploration of Deep Reinforcement Learning using Planning for Policy Search | Sep 25, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Risk Averse Value Expansion for Sample Efficient and Robust Policy Learning | Sep 25, 2019 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
| Counterfactual Regularization for Model-Based Reinforcement Learning | Sep 25, 2019 | counterfactualmodel | —Unverified | 0 |
| Learning by shaking: Computing policy gradients by physical forward-propagation | Sep 25, 2019 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Revisit Policy Optimization in Matrix Form | Sep 19, 2019 | FormModel-based Reinforcement Learning | —Unverified | 0 |
| Policy Prediction Network: Model-Free Behavior Policy with Model-Based Learning in Continuous Action Space | Sep 15, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Gradient-Aware Model-based Policy Search | Sep 9, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Model-based Lookahead Reinforcement Learning | Aug 15, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Chance-Constrained Trajectory Optimization for Non-linear Systems with Unknown Stochastic Dynamics | Jul 31, 2019 | Model-based Reinforcement Learning | —Unverified | 0 |
| Towards Model-based Reinforcement Learning for Industry-near Environments | Jul 27, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Delegative Reinforcement Learning: learning to avoid traps with a little help | Jul 19, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies | Jul 10, 2019 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Interpretable Dynamics Models for Data-Efficient Reinforcement Learning | Jul 10, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Variational Inference MPC for Bayesian Model-based Reinforcement Learning | Jul 8, 2019 | Bayesian InferenceModel-based Reinforcement Learning | —Unverified | 0 |
| Benchmarking Model-Based Reinforcement Learning | Jul 3, 2019 | Benchmarkingmodel | CodeCode Available | 0 |
| Uncertainty-aware Model-based Policy Optimization | Jun 25, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
