Planning-Augmented Sampling with Early Guidance for High-Reward Discovery

Rui Zhu, Yudong Zhang, Xuan Yu +3

Generative Flow Networks (GFlowNets) enable structured generation with inherent diversity, but existing sampling strategies often rely on weak guided exploration, slowing early dis…