科学研究

姚期智课题组

PI：

研究方向：

课题组介绍

Welcome to the Decision Intelligence Lab (DI Lab - 决策智能实验室) @ IIIS-Tsinghua! The DI lab is dedicated to advancing the general field of decision intelligence, the intersection of decision making and artificial intelligence, by developing theory foundation and algorithmic solutions to decision making problems in general dynamical systems.

Our mission is to conduct impactful interdisciplinary research in artificial intelligence and decision making, including algorithm design and analysis, optimization, and implementation, using state-of-the-art mathematical techniques and system technology. Our ultimate goal is to develop ultra-efficient, robust, risk-aware and explainable AI decision making algorithms and tools.

研究课题

The current research topics include (see Research for recent highlights):

Safe decision making 安全决策

Reinforcement learning theory 强化学习理论

Efficient deep reinforcement learning 高效深度强化学习

Diffusion/GFlowNets AIGC生成模型

Low-carbon decision intelligence 低碳决策智能

Learning-augmented network optimization 学习增强网络优化

招生与博士后

I am constantly looking for highly motivated students (undergrad and graduate) and postdocs who are interested in the area of AI for Decisions (决策智能), including deep reinforcement learning, reinforcement learning theory, online learning, learning-augmented network optimization. Please email me if you are interested.

【关闭】

最近的新闻

contacts

Chi-Chih Yao

Office

RM 1-204, FIT Building, Tsinghua University, Beijing, China 100084

Postal Code

100084

Email

地址：北京市 海淀区 清华大学 信息科学技术楼(FIT楼) 1-208室 100084 电话：010-62781693

传真： 010-62781693-转2000 邮箱：iiis@mail.tsinghua.edu.cn 版权所有 @ 清华大学交叉信息研究院

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