| Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning | May 14, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Continual Model-Based Reinforcement Learning with Hypernetworks | Sep 25, 2020 | Continual Learningmodel | CodeCode Available | 1 | 5 |
| Model-based Policy Optimization with Unsupervised Model Adaptation | Oct 19, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Model-Based Reinforcement Learning via Latent-Space Collocation | Jun 24, 2021 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Continuous-Time Model-Based Reinforcement Learning | Feb 9, 2021 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning | Oct 14, 2023 | Atari Games 100kModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning | Dec 8, 2020 | Model-based Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Learning Discrete World Models for Heuristic Search | Sep 14, 2024 | Deep Reinforcement LearningHeuristic Search | CodeCode Available | 1 | 5 |
| Learning Latent Dynamic Robust Representations for World Models | May 10, 2024 | Model-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation | Jun 6, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Online and Offline Reinforcement Learning by Planning with a Learned Model | Apr 13, 2021 | Atari GamesContinuous Control | CodeCode Available | 1 | 5 |
| Sample-Efficient Learning to Solve a Real-World Labyrinth Game Using Data-Augmented Model-Based Reinforcement Learning | Dec 15, 2023 | Model-based Reinforcement LearningNavigate | CodeCode Available | 1 | 5 |
| Transformer-based World Models Are Happy With 100k Interactions | Mar 13, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Value Gradient weighted Model-Based Reinforcement Learning | Apr 4, 2022 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Bayes-Adaptive Deep Model-Based Policy Optimisation | Oct 29, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation | Mar 21, 2018 | Deep Reinforcement Learningmodel | CodeCode Available | 0 | 5 |
| Machine Learning and System Identification for Estimation in Physical Systems | Jun 5, 2019 | BIG-bench Machine LearningFriction | CodeCode Available | 0 | 5 |
| Lipschitz Continuity in Model-based Reinforcement Learning | Apr 19, 2018 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation | Nov 10, 2019 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy | Jul 25, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Learning the Reward Function for a Misspecified Model | Jan 29, 2018 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Learning Sequential Latent Variable Models from Multimodal Time Series Data | Apr 21, 2022 | Model-based Reinforcement LearningTime Series | CodeCode Available | 0 | 5 |
| Baconian: A Unified Open-source Framework for Model-Based Reinforcement Learning | Apr 23, 2019 | Autonomous DrivingModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation | Dec 1, 2019 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Learning State Representations via Retracing in Reinforcement Learning | Nov 24, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
