Search Results for author: Huidong Gao

Found 3 papers, 0 papers with code

MATRIX: Multi-Agent Trajectory Generation with Diverse Contexts

no code implementations9 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.

Data Augmentation Motion Planning

Grouptron: Dynamic Multi-Scale Graph Convolutional Networks for Group-Aware Dense Crowd Trajectory Forecasting

no code implementations29 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.

Trajectory Forecasting

Online Learning in Planar Pushing with Combined Prediction Model

no code implementations17 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.

Trajectory Planning

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