Open access
Aug 2026
Safety-Aware Reinforcement Learning Model for Adaptive Traffic Signal Optimization in Work Zone Environments
The findings show that a single controller trained with surrogate safety indicators as learning objectives can improve operational performance while reducing safety-critical instability in work zones.
Israel Afriyie, Kwadwo Amankwah-Nkyi, Percy Agyei-Essiful et al.
· Future Transportation · 1 citation