| Approximate infinite-horizon predictive control | Nov 16, 2021 | Model-based Reinforcement Learning | —Unverified | 0 |
| Free Will Belief as a consequence of Model-based Reinforcement Learning | Nov 14, 2021 | Common Sense ReasoningDecision Making | —Unverified | 0 |
| Model-Based Reinforcement Learning via Stochastic Hybrid Models | Nov 11, 2021 | Imitation Learningmodel | —Unverified | 0 |
| Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention | Nov 10, 2021 | BlockingDecision Making | —Unverified | 0 |
| Risk Sensitive Model-Based Reinforcement Learning using Uncertainty Guided Planning | Nov 9, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Procedural Generalization by Planning with Self-Supervised World Models | Nov 2, 2021 | BenchmarkingMeta-Learning | —Unverified | 0 |
| Model based Multi-agent Reinforcement Learning with Tensor Decompositions | Oct 27, 2021 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning Robust Controllers Via Probabilistic Model-Based Policy Search | Oct 26, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Operator Shifting for Model-based Policy Evaluation | Oct 25, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Multitask Adaptation by Retrospective Exploration with Learned World Models | Oct 25, 2021 | Model-based Reinforcement Learning | —Unverified | 0 |
| Variational Predictive Routing with Nested Subjective Timescales | Oct 21, 2021 | Event DetectionModel-based Reinforcement Learning | —Unverified | 0 |
| Model-based Reinforcement Learning for Service Mesh Fault Resiliency in a Web Application-level | Oct 21, 2021 | AttributeManagement | —Unverified | 0 |
| Improving Hyperparameter Optimization by Planning Ahead | Oct 15, 2021 | Hyperparameter OptimizationModel-based Reinforcement Learning | —Unverified | 0 |
| Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation | Oct 12, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Revisiting Design Choices in Offline Model-Based Reinforcement Learning | Oct 8, 2021 | Bayesian OptimizationModel-based Reinforcement Learning | —Unverified | 0 |
| Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver | Oct 7, 2021 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Imaginary Hindsight Experience Replay: Curious Model-based Learning for Sparse Reward Tasks | Oct 5, 2021 | FetchPush-v1Model-based Reinforcement Learning | —Unverified | 0 |
| Cycle-Consistent World Models for Domain Independent Latent Imagination | Oct 2, 2021 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Safety aware model-based reinforcement learning for optimal control of a class of output-feedback nonlinear systems | Oct 1, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Decentralized Cross-Entropy Method for Model-Based Reinforcement Learning | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| MOBA: Multi-teacher Model Based Reinforcement Learning | Sep 29, 2021 | Decision MakingKnowledge Distillation | —Unverified | 0 |
| Model-based Reinforcement Learning with Ensembled Model-value Expansion | Sep 29, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Fully Decentralized Model-based Policy Optimization with Networked Agents | Sep 29, 2021 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Learning Dynamics Models for Model Predictive Agents | Sep 29, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Gradient Information Matters in Policy Optimization by Back-propagating through Model | Sep 29, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Example-Driven Model-Based Reinforcement Learning for Solving Long-Horizon Visuomotor Tasks | Sep 21, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning-to-defer for sequential medical decision-making under uncertainty | Sep 13, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Federated Ensemble Model-based Reinforcement Learning in Edge Computing | Sep 12, 2021 | Autonomous Drivingcontinuous-control | —Unverified | 0 |
| Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control | Aug 26, 2021 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Plug and Play, Model-Based Reinforcement Learning | Aug 20, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Fractional Transfer Learning for Deep Model-Based Reinforcement Learning | Aug 14, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning | Aug 3, 2021 | Model-based Reinforcement Learning | —Unverified | 0 |
| Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control | Jul 31, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| High-Accuracy Model-Based Reinforcement Learning, a Survey | Jul 17, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| PC-MLP: Model-based Reinforcement Learning with Policy Cover Guided Exploration | Jul 15, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Efficient Model-Based Multi-Agent Mean-Field Reinforcement Learning | Jul 8, 2021 | Gaussian ProcessesModel-based Reinforcement Learning | —Unverified | 0 |
| Model-Advantage and Value-Aware Models for Model-Based Reinforcement Learning: Bridging the Gap in Theory and Practice | Jun 26, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Predictive Control Using Learned State Space Models via Rolling Horizon Evolution | Jun 25, 2021 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Uncertainty-Aware Model-Based Reinforcement Learning with Application to Autonomous Driving | Jun 23, 2021 | Autonomous DrivingModel-based Reinforcement Learning | —Unverified | 0 |
| Lifted Model Checking for Relational MDPs | Jun 22, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Proper Value Equivalence | Jun 18, 2021 | Model-based Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Hyperspace Neighbor Penetration Approach to Dynamic Programming for Model-Based Reinforcement Learning Problems with Slowly Changing Variables in A Continuous State Space | Jun 10, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Detecting and Adapting to Novelty in Games | Jun 4, 2021 | Knowledge GraphsModel-based Reinforcement Learning | —Unverified | 0 |
| Safe Model-based Off-policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles | May 25, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Revisiting Design Choices in Offline Model Based Reinforcement Learning | May 21, 2021 | Bayesian OptimizationModel-based Reinforcement Learning | —Unverified | 0 |
| Learning Modular Robot Control Policies | May 20, 2021 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing Processes | May 13, 2021 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Acting upon Imagination: when to trust imagined trajectories in model based reinforcement learning | May 12, 2021 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Data-Efficient Reinforcement Learning for Malaria Control | May 4, 2021 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Planning with Expectation Models for Control | Apr 17, 2021 | Model-based Reinforcement Learning | —Unverified | 0 |
