Inference-Time Enhancement of Generative Robot Policies via Predictive World Modeling

Han Qi, Haocheng Yin, Aris Zhu +2

We present Generative Predictive Control (GPC), an inference-time method for improving pretrained behavior-cloning policies without retraining. GPC augments a frozen diffusion poli…