Preprint
Aug 2026
ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models
Action-conditioned video world models require low-latency causal generation and reliable responses to game-native controls. Although causal distillation enables one- or few-step video synthesis, extending it to interactive world models remains challenging, as discrete keyboard states and continuous mouse motion must re...
Xin-Ye Li, Lingshuai Lin, Lei Wang et al.
· 1 citation