no code implementations • 26 Dec 2023 • Yuqi Zheng, Ruidong Yan, Bin Jia, Rui Jiang, Adriana TAPUS, Xiaojing Chen, Shiteng Zheng, Ying Shang
In autonomous driving, the hybrid strategy of deep reinforcement learning and cooperative adaptive cruise control (CACC) can fully utilize the advantages of the two algorithms and significantly improve the performance of car following.
no code implementations • 24 Feb 2021 • Ruidong Yan, Rui Jiang, Bin Jia, Jin Huang, Diange Yang
Deep deterministic policy gradient (DDPG)-based car-following strategy can break through the constraints of the differential equation model due to the ability of exploration on complex environments.