| Offline Meta-level Model-based Reinforcement Learning Approach for Cold-Start Recommendation | Dec 4, 2020 | Model-based Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings | Nov 25, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Model-based Reinforcement Learning for Continuous Control with Posterior Sampling | Nov 20, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Nested Mixture of Experts: Cooperative and Competitive Learning of Hybrid Dynamical System | Nov 20, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Analog Circuit Design with Dyna-Style Reinforcement Learning | Nov 16, 2020 | Layout DesignModel-based Reinforcement Learning | —Unverified | 0 |
| RL-QN: A Reinforcement Learning Framework for Optimal Control of Queueing Systems | Nov 14, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning | Nov 13, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Model-based Reinforcement Learning from Signal Temporal Logic Specifications | Nov 10, 2020 | Autonomous VehiclesModel-based Reinforcement Learning | —Unverified | 0 |
| Model-Based Reinforcement Learning for Eco-Driving Control of Electric Vehicles | Nov 9, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| On the role of planning in model-based deep reinforcement learning | Nov 8, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| The Value Equivalence Principle for Model-Based Reinforcement Learning | Nov 6, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Differentiable Physics Models for Real-world Offline Model-based Reinforcement Learning | Nov 3, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Sample-efficient reinforcement learning using deep Gaussian processes | Nov 2, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Reinforcement Learning with Efficient Active Feature Acquisition | Nov 2, 2020 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Task-Completion Dialogue Policy Learning via Monte Carlo Tree Search with Dueling Network | Nov 1, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Bayes-Adaptive Deep Model-Based Policy Optimisation | Oct 29, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning | Oct 26, 2020 | ClusteringModel-based Reinforcement Learning | CodeCode Available | 1 |
| Improving the Exploration of Deep Reinforcement Learning in Continuous Domains using Planning for Policy Search | Oct 24, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Planning with Exploration: Addressing Dynamics Bottleneck in Model-based Reinforcement Learning | Oct 24, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Error Bounds of Imitating Policies and Environments | Oct 22, 2020 | Imitation LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Safety Verification of Model Based Reinforcement Learning Controllers | Oct 21, 2020 | Autonomous Drivingmodel | —Unverified | 0 |
| Dream and Search to Control: Latent Space Planning for Continuous Control | Oct 19, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Model-based Policy Optimization with Unsupervised Model Adaptation | Oct 19, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Uncertainty-aware Contact-safe Model-based Reinforcement Learning | Oct 16, 2020 | Contact-rich ManipulationModel-based Reinforcement Learning | —Unverified | 0 |
