Siqi Dai

Zero-shot Safety Prediction for Autonomous Robots with Foundation World Models

2024 · arXiv (Cornell University)

A world model creates a surrogate world to train a controller and predict safety violations by learning the internal dynamic model of systems. However, the existing world models rely solely on statistical learning of how …