| Model Predictive Actor-Critic: Accelerating Robot Skill Acquisition with Deep Reinforcement Learning | Mar 25, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Continual Model-Based Reinforcement Learning with Hypernetworks | Sep 25, 2020 | Continual Learningmodel | CodeCode Available | 1 | 5 |
| Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning | Feb 12, 2022 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Learning Discrete World Models for Heuristic Search | Sep 14, 2024 | Deep Reinforcement LearningHeuristic Search | CodeCode Available | 1 | 5 |
| Continuous-Time Model-Based Reinforcement Learning | Feb 9, 2021 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Learning safety in model-based Reinforcement Learning using MPC and Gaussian Processes | Nov 3, 2022 | Gaussian ProcessesModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| On Effective Scheduling of Model-based Reinforcement Learning | Nov 16, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes | Jun 19, 2020 | Continual LearningDecision Making | CodeCode Available | 1 | 5 |
| Learning Neuro-Symbolic Relational Transition Models for Bilevel Planning | May 28, 2021 | 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 |
| Safe Model-Based Reinforcement Learning with an Uncertainty-Aware Reachability Certificate | Oct 14, 2022 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Lifelong Control of Off-grid Microgrid with Model Based Reinforcement Learning | May 16, 2020 | Model-based Reinforcement Learningreinforcement-learning | 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 |
| A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation | Dec 1, 2019 | Generative Adversarial NetworkModel-based Reinforcement Learning | 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 |
| 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 |
| Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy | Jul 25, 2022 | continuous-controlContinuous Control | 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 |
| Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation | Nov 10, 2019 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Lipschitz Continuity in Model-based Reinforcement Learning | Apr 19, 2018 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Mode-constrained Model-based Reinforcement Learning via Gaussian Processes | Jul 25, 2023 | Gaussian ProcessesModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Learning to Fly via Deep Model-Based Reinforcement Learning | Mar 19, 2020 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Learning the Reward Function for a Misspecified Model | Jan 29, 2018 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
