Fernando Palafox

Simulation Distillation: Pretraining World Models in Simulation for Rapid Real-World Adaptation

Simulation-to-real transfer remains a central challenge in robotics, as mismatches between simulated and real-world dynamics often lead to failures. While reinforcement learning offers a principled mechanism for adaptation, existing sim-to-real finetuning methods struggle with exploration and long-h…