4 citations · 6 across the 2 of their papers we have counts for
4 papers
Driving pattern interpretation based on action phases clustering
Xue Yao, Simeon C. Calvert, Serge P. Hoogendoorn
Current approaches to identifying driving heterogeneity face challenges in comprehending fundamental patterns from the perspective of underlying driving behavior mechanisms. The co…
Performance Comparison of Deep RL Algorithms for Mixed Traffic Cooperative Lane-Changing
Xue Yao, Shengren Hou, Serge P. Hoogendoorn +1
Lane-changing (LC) is a challenging scenario for connected and automated vehicles (CAVs) because of the complex dynamics and high uncertainty of the traffic environment. This chall…
Identification of Driving Heterogeneity using Action-chains
Xue Yao, Simeon C. Calvert, Serge P. Hoogendoorn
Current approaches to identifying driving heterogeneity face challenges in capturing the diversity of driving characteristics and understanding the fundamental patterns from a driv…
Designing Automated Vehicle and Traffic Systems towards Meaningful Human Control
Simeon C. Calvert, Stig Johnsen, Ashwin George
Ensuring operational control over automated vehicles is not trivial and failing to do so severely endangers the lives of road users. An integrated approach is necessary to ensure t…