| Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning | Oct 9, 2020 | Model-based Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| A Sharp Analysis of Model-based Reinforcement Learning with Self-Play | Oct 4, 2020 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Trust-Region Method with Deep Reinforcement Learning in Analog Design Space Exploration | Sep 29, 2020 | Deep Reinforcement Learningglobal-optimization | —Unverified | 0 |
| Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions | Sep 28, 2020 | Efficient ExplorationGaussian Processes | —Unverified | 0 |
| Jointly-Trained State-Action Embedding for Efficient Reinforcement Learning | Sep 28, 2020 | Model-based Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Dynamic Horizon Value Estimation for Model-based Reinforcement Learning | Sep 21, 2020 | Model-based Reinforcement LearningNovelty Detection | —Unverified | 0 |
| A Contraction Approach to Model-based Reinforcement Learning | Sep 18, 2020 | Imitation Learningmodel | —Unverified | 0 |
| Reward Maximisation through Discrete Active Inference | Sep 17, 2020 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control | Sep 9, 2020 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI | Aug 27, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems | Aug 17, 2020 | Model-based Reinforcement LearningPrediction | —Unverified | 0 |
| Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey | Aug 11, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Transition Models with Time-delayed Causal Relations | Aug 4, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction | Jul 29, 2020 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Safe Model-Based Reinforcement Learning for Systems with Parametric Uncertainties | Jul 24, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems | Jul 23, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Understanding and Mitigating the Limitations of Prioritized Experience Replay | Jul 19, 2020 | Autonomous Drivingcontinuous-control | CodeCode Available | 0 |
| Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity | Jul 15, 2020 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Learning Abstract Models for Strategic Exploration and Fast Reward Transfer | Jul 12, 2020 | Atari GamesModel-based Reinforcement Learning | —Unverified | 0 |
| The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning | Jul 7, 2020 | General Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Selective Dyna-style Planning Under Limited Model Capacity | Jul 5, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Adaptive Discretization for Model-Based Reinforcement Learning | Jul 1, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Model-based Reinforcement Learning: A Survey | Jun 30, 2020 | Decision Makingmodel | —Unverified | 0 |
| Control-Aware Representations for Model-based Reinforcement Learning | Jun 24, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Towards Tractable Optimism in Model-Based Reinforcement Learning | Jun 21, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
