Faster-WAM: Efficient Inference-Time Future Conditioning for Robust World Action Models

Weiheng Zhao, Haoyi Jiang, Xin Shi +5

World Action Models (WAMs) improve robot manipulation by learning how the environment evolves beyond the current observation. However, existing approaches face a fundamental dilemm…