Abstract: Traffic sign detection plays a crucial role in autonomous driving systems, yet remains a challenging task due to factors such as small object sizes, distant placements, complex lighting ...

Abstract: In recent years, rapid urbanization has led to increased traffic congestion, rendering traditional traffic light control methods ineffective. Deep Reinforcement Learning (DRL) has emerged as ...