Encoded but Not in Control: Revealing the Grounding Gap in Vision-Language Robot Policies

Shaohan Jiang, Jiahang Cao, Qiduo He +9

Instruction following is central to language-conditioned robot policies: language should determine what to do when the same scene permits multiple valid actions. Yet successful exe…