Wiring Matters: Injection Topology and Initialization of Affordance Heads in Vision-Language-Action Policies

Zijian An, Linhan Wang, Jiayan Wang +4

Dense affordance supervision is an appealing auxiliary signal for vision-language-action (VLA) policies, yet naively co-training an affordance head can severely damage instruction…