| 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 |
| Augmented Random Search for Quadcopter Control: An alternative to Reinforcement Learning | Nov 28, 2019 | continuous-controlContinuous 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 |
| 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 |
| Learning to Predict Without Looking Ahead: World Models Without Forward Prediction | Oct 29, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| 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 |