Reinforcement Learning Based Traffic Signal Design to Minimize Queue Lengths

Anirud Nandakumar, Chayan Banerjee, Lelitha Devi Vanajakshi

Efficient traffic signal control (TSC) is crucial for reducing congestion, travel delays, pollution, and for ensuring road safety. Traditional approaches, such as fixed signal cont…