Yankai Li

Implicit Maximum Likelihood Estimation for Real-Time Generative Model Predictive Control

Diffusion-based models have recently shown strong performance in trajectory planning, as they are capable of capturing the diverse, multi-modal distributions of complex behaviors. A key limitation of these models, however, is their slow inference speed due to the iterative denoising process. This ma…