| Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective | Feb 17, 2025 | Bayesian Optimizationmodel | —Unverified | 0 |
| PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies | Feb 17, 2025 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Towards Empowerment Gain through Causal Structure Learning in Model-Based RL | Feb 14, 2025 | Causal DiscoveryModel-based Reinforcement Learning | —Unverified | 0 |
| Pre-Trained Video Generative Models as World Simulators | Feb 10, 2025 | Model-based Reinforcement Learning | —Unverified | 0 |
| TD-M(PC)^2: Improving Temporal Difference MPC Through Policy Constraint | Feb 5, 2025 | continuous-controlContinuous Control | —Unverified | 0 |
| On Rollouts in Model-Based Reinforcement Learning | Jan 28, 2025 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking | Jan 27, 2025 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Objects matter: object-centric world models improve reinforcement learning in visually complex environments | Jan 27, 2025 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| AdaWM: Adaptive World Model based Planning for Autonomous Driving | Jan 22, 2025 | Autonomous DrivingModel-based Reinforcement Learning | —Unverified | 0 |
| GLAM: Global-Local Variation Awareness in Mamba-based World Model | Jan 21, 2025 | MambaModel-based Reinforcement Learning | —Unverified | 0 |
