| Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator | Dec 2, 2024 | Data Driven Optimal ControlModel-based Reinforcement Learning | —Unverified | 0 |
| Structure learning with Temporal Gaussian Mixture for model-based Reinforcement Learning | Nov 18, 2024 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning | Nov 15, 2024 | DiversityModel-based Reinforcement Learning | —Unverified | 0 |
| Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies | Nov 15, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Inverse Transition Learning: Learning Dynamics from Demonstrations | Nov 7, 2024 | Decision MakingManagement | —Unverified | 0 |
| When to Trust Your Data: Enhancing Dyna-Style Model-Based Reinforcement Learning With Data Filter | Oct 16, 2024 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| DODT: Enhanced Online Decision Transformer Learning through Dreamer's Actor-Critic Trajectory Forecasting | Oct 15, 2024 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Zero-shot Model-based Reinforcement Learning using Large Language Models | Oct 15, 2024 | In-Context LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning | Oct 15, 2024 | D4RLModel-based Reinforcement Learning | CodeCode Available | 0 |
| Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distractions | Oct 13, 2024 | Model-based Reinforcement LearningRepresentation Learning | —Unverified | 0 |