TY - JOUR
T1 - HiVeGPT
T2 - Human-Machine-Augmented Intelligent Vehicles With Generative Pre-Trained Transformer
AU - Zhang, Junping
AU - Pu, Jian
AU - Xue, Jianru
AU - Yang, Ming
AU - Xu, Xin
AU - Wang, Xiao
AU - Wang, Fei Yue
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2023/3/1
Y1 - 2023/3/1
N2 - Recently, a chat generative pre-trained transformer (ChatGPT) attracts widespread attention in the academies and industries because of its powerful conversational ability with human and its astonishing emergence ability such as admit mistakes, reject inappropriate problems. However, it is not easy to generalize ChatGPT into the field of intelligent vehicles because of its high computational cost, uncertain answers and decisions, and the difficulty of scenario generation for intelligent vehicles. To address these issues, we propose a novel framework, human-machine-augmented intelligent vehicles with generative pre-trained transformer. Under this framework, we discuss the potential, prospects, limitations and several typical applications of HiVeGPT in the domain of intelligent vehicles.
AB - Recently, a chat generative pre-trained transformer (ChatGPT) attracts widespread attention in the academies and industries because of its powerful conversational ability with human and its astonishing emergence ability such as admit mistakes, reject inappropriate problems. However, it is not easy to generalize ChatGPT into the field of intelligent vehicles because of its high computational cost, uncertain answers and decisions, and the difficulty of scenario generation for intelligent vehicles. To address these issues, we propose a novel framework, human-machine-augmented intelligent vehicles with generative pre-trained transformer. Under this framework, we discuss the potential, prospects, limitations and several typical applications of HiVeGPT in the domain of intelligent vehicles.
KW - ChatGPT
KW - HiVeGPT
KW - intelligent vehicles
KW - parallel learning
KW - reinforcement learning
UR - https://www.scopus.com/pages/publications/85151562439
U2 - 10.1109/TIV.2023.3256982
DO - 10.1109/TIV.2023.3256982
M3 - 文章
AN - SCOPUS:85151562439
SN - 2379-8858
VL - 8
SP - 2027
EP - 2033
JO - IEEE Transactions on Intelligent Vehicles
JF - IEEE Transactions on Intelligent Vehicles
IS - 3
ER -