QQWorld: Quantile-Quantile Matching for World Model Regularization

Zhoushun Yu, Xiaoyu Hu, Xiangyu Xu

Latent world models enable efficient planning by predicting future states in a compact representation space, but their performance depends critically on the quality of the learned…