Latent Action as Intention Enables Efficient Future Imagination for World Action Models

Xiang Li, Yupeng Zheng, Songen Gu +11

World action models (WAMs) improve robot control by modeling how observations evolve, but generating future observations at test time incurs substantial latency. Fast-WAM removes t…