RisingStar Technology Company Limited is committed to developing and implementing an AI-driven traffic signal control system, utilizing multi-agent deep reinforcement learning method to minimize the overall stopped delay of the network. The proposed control system has been implemented in several fields in Taiwan and can reach an average 20% reduction of stopped delay and 15% reduction of arterial travel time.