World2Act: Latent Action Post-Training from World Model Dynamics

An Dinh Vuong, Tuan Van Vo, Abdullah Sohail +6

World Models (WMs) offer a promising mechanism for post-training Vision-Language-Action (VLA) policies by providing dynamics priors that improve generalization under task and scene…