11 citations · 17 across the 14 of their papers we have counts for
4 papers · 1 filter
Strategic Information Attacks on Incentive-Compatible Navigational Recommendations in Intelligent Transportation Systems
Ya-Ting Yang, Haozhe Lei, Quanyan Zhu
Intelligent transportation systems (ITS) have gained significant attention from various communities, driven by rapid advancements in informational technology. Within the realm of I…
Neurosymbolic Meta-Reinforcement Lookahead Learning Achieves Safe Self-Driving in Non-Stationary Environments
Haozhe Lei, Quanyan Zhu
In the area of learning-driven artificial intelligence advancement, the integration of machine learning (ML) into self-driving (SD) technology stands as an impressive engineering f…
Digital Twin-Enhanced Wireless Indoor Navigation: Achieving Efficient Environment Sensing with Zero-Shot Reinforcement Learning
Tao Li, Haozhe Lei, Hao Guo +4
Millimeter-wave (mmWave) communication is a vital component of future generations of mobile networks, offering not only high data rates but also precise beams, making it ideal for…
Cognitive Level- Meta-Learning for Safe and Pedestrian-Aware Autonomous Driving
Haozhe Lei, Quanyan Zhu
The potential market for modern self-driving cars is enormous, as they are developing remarkably rapidly. At the same time, however, accidents of pedestrian fatalities caused by au…