无信号交叉口处基于深度强化学习的智能网联车辆运动规划
张名芳,马健,赵娜乐,王力,刘颖

Intelligent connected vehicle motion planning at unsignalized intersections based on deep reinforcement learning
Mingfang ZHANG,Jian MA,Nale ZHAO,Li WANG,Ying LIU
表 3 不同场景下各算法运行成功率和平均通行时间
Tab.3 Success rates and average passage time of different algorithms in various scenarios
算法场景tp/sPs/%
IDM116.267.4
225.859.4
TD3110.578.2
216.465.8
TCN-Transformer-DDPG111.889.4
215.680.2
LSTM-TD319.190.2
212.684.8
TCN-Transformer-TD318.394.2
211.492.1