256 citations · 700 across the 14 of their papers we have counts for
Showing cs.ROShow all
3 papers · 1 filter
cs.RO2022★ 9 cited
"Curse of rarity" for autonomous vehicles
Henry X. Liu, Shuo Feng
In this paper, we reveal that the rarity of safety-critical events in high-dimensional driving environments is the root cause of the safety challenge for autonomous vehicle develop…
cs.RO2021
A hierarchical behavior prediction framework at signalized intersections
Zhen Yang, Rusheng Zhang, Henry X. Liu
Road user behavior prediction is one of the most critical components in trajectory planning for autonomous driving, especially in urban scenarios involving traffic signals. In this…
cs.RO2019★ 129 cited
Testing Scenario Library Generation for Connected and Automated Vehicles, Part II: Case Studies
Shuo Feng, Yiheng Feng, Haowei Sun +3
Testing scenario library generation (TSLG) is a critical step for the development and deployment of connected and automated vehicles (CAVs). In Part I of this study, a general meth…