Efficient World Action Model Inference with Adaptive Intermediate States

Zhinnan Liu, Haozhi Han, Ruge Zhang +8

World Action Models (WAMs) enable future-aware control by jointly modeling actions and environment dynamics. However, iterative diffusion or flow inference incurs substantial denoi…