FRAM: Trajectory-Guided Visual Feature Selection for Compact Language-Conditioned Robot Manipulation

Hiroshi Ito, Hyogo Hiruma, Yoshiki Kanai +4

Vision-Language-Action models achieve strong performance in robot manipulation, but often require large numbers of parameters. In this work, we propose the Future Representation Ac…