Mitigating State Aliasing in Vision-Language-Action Models via Inverse Dynamics Learning

Kyujin Lee, Injae Kim, Jihwan Park +3

Vision-Language-Action (VLA) models have emerged as a promising framework that unifies perception, reasoning, and control for robot manipulation by adapting pretrained vision-langu…