| Model-Ensemble Trust-Region Policy Optimization | Feb 28, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Model-based Reinforcement Learning for Continuous Control with Posterior Sampling | Nov 20, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| ED2: Environment Dynamics Decomposition World Models for Continuous Control | Dec 6, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Dynamic Update-to-Data Ratio: Minimizing World Model Overfitting | Mar 17, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Value-Distributional Model-Based Reinforcement Learning | Aug 12, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Delta Schema Network in Model-based Reinforcement Learning | Jun 17, 2020 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Baconian: A Unified Open-source Framework for Model-Based Reinforcement Learning | Apr 23, 2019 | Autonomous DrivingModel-based Reinforcement Learning | CodeCode Available | 0 |
| Intelligent Trainer for Model-Based Reinforcement Learning | May 24, 2018 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Imagination-Augmented Agents for Deep Reinforcement Learning | Jul 19, 2017 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Hint assisted reinforcement learning: an application in radio astronomy | Jan 10, 2023 | AstronomyModel-based Reinforcement Learning | CodeCode Available | 0 |
| SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning | Mar 9, 2022 | Deep Reinforcement LearningMinecraft | CodeCode Available | 0 |
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| Deep Visual Foresight for Planning Robot Motion | Oct 3, 2016 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 0 |
| Sample Complexity of Robust Reinforcement Learning with a Generative Model | Dec 2, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization | Nov 28, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Probabilistic Pontryagin's Maximum Principle for Continuous-Time Model-Based Reinforcement Learning | Apr 3, 2025 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Probabilistic Reach-Avoid for Bayesian Neural Networks | Oct 3, 2023 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning | Dec 14, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Proper Value Equivalence | Jun 18, 2021 | Model-based Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement Learning | Dec 21, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| ToyArchitecture: Unsupervised Learning of Interpretable Models of the World | Mar 20, 2019 | Model-based Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Calibrated Model-Based Deep Reinforcement Learning | Jun 19, 2019 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Sample-efficient Real-time Planning with Curiosity Cross-Entropy Method and Contrastive Learning | Mar 7, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| QLBS: Q-Learner in the Black-Scholes(-Merton) Worlds | Dec 13, 2017 | BenchmarkingModel-based Reinforcement Learning | CodeCode Available | 0 |
| The Benefits of Model-Based Generalization in Reinforcement Learning | Nov 4, 2022 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
