Demystifying When and Why VLAs Fail in Contact-Rich Tasks and How to Fix Them

Carlota Parés-Morlans, Nils Kuhn, Y. Isabel Liu +3

We address the problem of understanding when and why Vision-Language-Action models struggle with contact-rich manipulation tasks that require precise physical interaction. Prior wo…