11 citations · 12 across the 4 of their papers we have counts for
4 papers
Smooth Trajectory Collision Avoidance through Deep Reinforcement Learning
Sirui Song, Kirk Saunders, Ye Yue +1
Collision avoidance is a crucial task in vision-guided autonomous navigation. Solutions based on deep reinforcement learning (DRL) has become increasingly popular. In this work, we…
Reinforced Contact Tracing and Epidemic Intervention
Tao Feng, Sirui Song, Tong Xia +1
The recent outbreak of COVID-19 poses a serious threat to people's lives. Epidemic control strategies have also caused damage to the economy by cutting off humans' daily commute. I…
Reinforced Epidemic Control: Saving Both Lives and Economy
Sirui Song, Zefang Zong, Yong Li +2
Saving lives or economy is a dilemma for epidemic control in most cities while smart-tracing technology raises people's privacy concerns. In this paper, we propose a solution for t…
UrbanRhythm: Revealing Urban Dynamics Hidden in Mobility Data
Sirui Song, Tong Xia, Depeng Jin +2
Understanding urban dynamics, i.e., how the types and intensity of urban residents' activities in the city change along with time, is of urgent demand for building an efficient and…