Welcome!
My name is Rongye Shi. I'm an associate professor (tenure-track) with the School of Artificial Intelligence at Beihang University, Beijing, China. Previously, I completed my Ph.D. in Electrical and Computer Engineering at Carnegie Mellon University, advised by Professors Manuela M. Veloso (member of the U.S. National Academy of Engineering and IEEE/ACM/AAAI/AAAS Fellow) and Peter Steenkiste (IEEE Fellow). From 2019-2020, I was a postdoctoral research scientist with the School of Engineering and Applied Science at Columbia University, advised by Professors Sharon Di and Qiang Du. From 2020-2023, I joined Huawei as a principal engineer. My research focuses on machine learning, reinforcement learning, multiagent systems, and their applications on smart cities.
NEWs
- - [03/2025] Our paper on "Symmetry-Informed MARL" accepted by the journal IEEE TMC!
- - [02/2025]Our paper on "Phy-APMR" published in the journal BAE!
- - [12/2024]Our paper on "TALKER" published in IEEE RA-L!
- - [11/2024]Our paper on "Safe and Efficient MARL" published in IEEE RA-L!
- - [09/2024]Dr. Shi selected to the 2024 Beijing Nova Program (aka. Beijing Science & Technology Rising Star, 北京市高层次创新创业人才支持计划科技新星计划 [原北京市科技新星计划])!
- - [08/2024]My colleagues and I received
Third Prize in the 3rd 'Yuyao Cup' University Robotics Experimental
Teaching Innovation Competition!
- - [07/2024]My co-authored paper on Exploiting Hierarchical Symmetry In MARL accepted by ECAI 2024!
- - [06/2024]My co-authored paper on Hierarchical Consensus-Based MARL accepted by IROS 2024!
- - [05/2024]My co-authored paper on "Estimating and modeling spontaneous mobility changes during COVID-19" published in Humanities & Social Sciences Communications (a Nature Portfolio Journal)!
- - [03/2024]Our paper on "ELAKT" accepted by the journal ACM TOIS!
- - [01/2024]Our paper on "AdaptAUG" accepted by ICRA 2024!
- - [12/2023]Our paper on "Leveraging Partial Symmetry for MARL" accepted by AAAI 2024!
- - [07/2023]Our paper on "ESP: Exploiting Symmetry Prior for MARL" accepted by ECAI 2023!
- - [06/2023]Our paper on "Air-M" accepted by IROS 2023!
- - [02/2023]Dr. Shi launched his faculty career at Beihang University!
- - [01/2023]Our paper on "Energy Harvest of Multiple Smart Sensors" accepted by the journal IEEE TASE!
- - [01/2023]Our paper on "Robust Data Sampling" accepted by the journal Games!
- - [12/2022]Dr. Shi is once again appointed the Assistant Chief Expert by Huawei.
My other websites: GoogleScholar, Openreview, ResearchGate, DBLP
Research Interests
My research focuses on machine learning, reinforcement learning, multiagent systems, and their applications on smart cities and intelligent transportation systems.