WAM-OPD: Sharpening World Action Models via On-Policy Distillation

Panjun Liu, Xiaohan Lei, Shiqi Zhang +8

Pretrained world action models (WAMs) provide generalist capabilities across diverse robotic manipulation tasks, yet improving target-task performance to an expert level without de…