Cheng-Zhi Zhao

AdaPolicy: Action-Driven Anticipatory Robot Policies via Next-Chunk Prediction

Endowing robot policies with anticipatory capabilities has proven effective in improving control performance. However, existing methods predominantly rely on explicit supervision derived from future observations, in either pixel or latent space, at the cost of additional architectural and computational complexity. Depa...