摘要
随着自动驾驶技术的快速演进,上海洋山港智能重卡快速物流已率先进入商业化运营的关键阶段。生成式人工智能(Generative Artificial Intelligence,GAI)技术在商用车辅助驾驶系统中的应用,正推动商用车行业向更高智能化水平迈进。本文从数据标注、决策规划、人机协同共驾及测试优化等维度,探讨了生成式AI的核心作用及其对商用车自动驾驶技术的深远影响。通过整合生成式AI技术,商用车辅助驾驶系统在数据利用效率、场景适应能力和系统可靠性等方面均实现了显著提升。
The rapid development of autonomous driving has led to Shanghai Yangshan Port's intelligent heavy truck logistics entering a key stage of commercialization.The application of Generative Artificial Intelligence(GAl)technology in commercial vehicle assistance systems will drive the commercial vehicle industry toward a higher level of intelligence.This article explores the core role of generative Al and its far-reaching impact on commercial vehicle autonomous driving technology from perspectives such as data labeling,decision planning,human-machine collaborative driving,and testing optimization.By integrating generative AI technology,commercial vehicle assistance systems have seen significant improvements in data utilization efficiency,scene adaptability,and system reliability.
出处
《商用汽车》
2025年第1期77-80,共4页
Commercial Vehicle
关键词
生成式人工智能
商用车
辅助驾驶
决策规划
测试优化
Generative Artificial Intelligence
Commercial Vehicle
Driver Assistance
Decision-Making
Testing Optimization
