LEARNING · DECISIONS · COORDINATION

Luyao Niu.

Curiosity. Imagination. Exploration. And—let’s dance!

PhD student · University of Southern California在读博士 · 南加州大学

Learning, decision-making, and coordination in intelligent systems.探索智能系统中的学习、决策与协调。

My research interests center on how agents learn about their environments, make decisions in interaction with others, and shape collective outcomes. Building on my work in spatio-temporal modeling, behavioral understanding, and AI agents, I am increasingly interested in multi-agent and autonomous systems. Transportation and mobility provide a central setting for this work.我关注智能主体如何理解环境、在与其他主体的互动中作出决策，以及这些决策如何共同塑造系统层面的结果。基于此前在时空建模、行为理解与 AI Agent 方面的研究积累，我的兴趣逐步转向多智能体与自主系统。交通与出行系统是我开展这些研究的重要场景。

Previously, I studied Smart City & Big Data at Peking University, following a B.Sc. in Traffic Engineering at Beijing Jiaotong University.此前，我在北京大学学习智慧城市与大数据，本科就读于北京交通大学交通工程专业，辅修金融学。