Hao-Dong Luo

ProactiveVLA: Augmenting Embodied Memory through Proactive Environment Exploration

Rapid adaptation to a new environment requires a robot to acquire useful knowledge about local objects, states, and interactions from limited experience. Systems that combine a reasoning agent with a frozen vision-language-action model (VLA) can adapt through execution feedback and memory, making the choice of experien...