no code implementations • 9 Mar 2024 • Zhuo Xu, Rui Zhou, Yida Yin, Huidong Gao, Masayoshi Tomizuka, Jiachen Li
Data-driven methods have great advantages in modeling complicated human behavioral dynamics and dealing with many human-robot interaction applications.
no code implementations • 29 Sep 2021 • Rui Zhou, HongYu Zhou, Huidong Gao, Masayoshi Tomizuka, Jiachen Li, Zhuo Xu
Accurate, long-term forecasting of pedestrian trajectories in highly dynamic and interactive scenes is a long-standing challenge.
no code implementations • 17 Oct 2019 • Huidong Gao, Yi Ouyang, Masayoshi Tomizuka
In this paper, we propose a combined prediction model and an online learning framework for planar push prediction.