Nankai University International E-Forum on Artificial Intelligence and Robotics

（第69期）

2025年南开大学人工智能与机器人国际学术讲坛

College of Artificial Intelligence, Nankai University

报告时间：2025年11月27日（周四）20:00-21:00

报告嘉宾：蔡国瑞 

飞书会议：720790784

报告题目：Human-AI Collaboration

报告摘要：

In the rapidly evolving landscape of artificial intelligence (AI), the collaboration between human intelligence and AI systems has emerged as a cornerstone for advancing problem-solving and decision-making processes.  The advent of Large Language Models (LLM) has significantly transformed this landscape, offering unprecedented capabilities by leveraging vast amounts of data to understand and predict complex patterns.  This talk examines challenges of enabling effective collaborations between human and LLM-based multi-agent systems (MASs).  I will highly major approaches for enabling human-AI collaboration and the key dimensions of collaboration mechanisms, including agents involved, collaboration types, structures, strategies, and coordination protocols.  I will show the promise of a human-AI collaboration framework which is based on the collaborative discourse theory and the SharedPlan model of human communication.

报告人简介：

Professor Guoray Cai is the Head of the Department of Human-Centered Computing and Social Informatics, College of Information Sciences and Technology (IST) at the Penn State University.  He is the founding Director of the Spatial Information and Intelligence Laboratory.  Dr. Cai received his Ph.D. degree in Information Science from University of Pittsburgh in 1999, a Master of Art degree in geography from West Virginia University in 1993, and M.S. and B.S. degrees in electrical engineering from Tianjin University, China, in 1986 and 1983, respectively.  Dr. Cai conducts research in multimodal (speech / gesture) and conversational interfaces, human-computer collaborations in crisis management, and mixed-initiative machine guidance systems.  His research has been supported by National Science Foundation (US) and by the National Natural Science Foundation of China.