WAM-TTT: Steering World-Action Models by Watching Human Play at Test Time.

arXiv:2607.06988v3 Announce Type: replace-cross Abstract: Steering robot foundation models (RFMs) toward new task variants or user-preferred behaviors remains challenging, often requiring additional robot demonstrations, task-specific fine-tuning, or long-cont