8 citations · 8 across the 1 of their papers we have counts for
2 papers
eess.SP2021★ 8 cited
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization
Zhenning Li, Chengzhong Xu, Guohui Zhang
Inefficient traffic signal control methods may cause numerous problems, such as traffic congestion and waste of energy. Reinforcement learning (RL) is a trending data-driven approa…
cs.AI2021
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning
Zhenning Li, Hao Yu, Guohui Zhang +2
Inefficient traffic control may cause numerous problems such as traffic congestion and energy waste. This paper proposes a novel multi-agent reinforcement learning method, named KS…