Sang-Hoon Kim

Koopman-Accelerated Model-Based Diffusion for Real-Time Robot Control

Conventional model-based diffusion (MBD) achieves effective trajectory optimization by leveraging noise annealing. However, its high computational cost, primarily arising from repeated rollouts of the plant dynamics, has largely confined its use to offline settings. To address this limitation, this paper proposes bilin...