Welcome to AIR-DREAM (Decision-making Research for Empowered AI Methods) Lab Our research focus is to develop advanced learning-based data-driven decision-making theories and practical technologies that are robust, generalizable, and deployable to tackle real-world challenges. We work on fundamental learning algorithms, robust robotic control methods, optimization technologies for real-world AIoT systems, and data-driven decision-making tools & libraries.

AIR-DREAM Lab is a research group at Institute for AI Industry Research (AIR), Tsinghua University.

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🔥 We are hiring: we are looking for postdocs and student interns. If you are interested in the research directions of data-driven decision-making, please feel free to contact us!

Researches

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Data-Driven Decision-Making Algorithms
Developing high-performance, robust, generalizable, and deployable data-driven decision-making algorithms for real-world problems.
Data-Driven Decision-Making Algorithms
Learning-based Methods for Robotics & Autonomous Driving
Learning robust and generalizable control / decision-making policies for robotics and autonomous driving using real-world data.
Learning-based Methods for Robotics & Autonomous Driving
Data-Driven Methods for Sustainable Industrial and AIoT Systems
Using advanced data-driven AI methods to optimize real-world complex industrial and AIoT systems.
Data-Driven Methods for Sustainable Industrial and AIoT Systems
Tools & Libraries
Tools & software libraries for data-driven decision-making problems.
Tools & Libraries

Meet the Team

Research team members

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Xianyuan Zhan

Faculty Member

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Xiangyu Zhu

Research Staff

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Jianxiong Li

PhD Student

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Jinliang Zheng

PhD Student

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Yinan Zheng

PhD Student

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Haoyi Niu

Research Intern

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Peng Cheng

Research Intern

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Tianying Ji

Research Intern

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Wenjia Zhang

Research Intern

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Xiao Hu

Research Intern

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Yu Luo

Research Intern

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Ziteng He

Research Intern

Alumni

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Haoran Xu

PhD student at UT Austin, USA

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Huiling Qin

Faculty at Beijing Normal University, Zhuhai

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Li Jiang

PhD student at McGill University

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Liyuan Mao

Undergraduate student at Shanghai Jiao Tong University

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Weiye Xi

PhD student at Columbia Business School, USA

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Xiangsen Wang

AI Algorithm engineer at Baidu

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Yiwen Qiu

Master student at Carnegie Mellon University, USA

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Yong Wang

PhD student at BIT (Beijing Institute of Technology)

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