Self-Correcting VLA: Online Action Refinement via Sparse World Imagination

Chenyv Liu, Wentao Tan, Lei Zhu +4

Standard vision-language-action (VLA) models rely on fitting statistical data priors, limiting their robust understanding of underlying physical dynamics. Reinforcement learning en…