Tencent AI platform (Tencent AI lab)
Beijing, China - 100094
shidian117@gmail.com
I am currently a researcher at the Tencent AI platform (Tencent AI lab), working on deep reinforcement learning in Game AI. I received my Ph.D. degree from the University of Houston, in 2022, under the guidance of Prof. Miao Pan. Besides, I received my B.S. degree from the University of Electronic Science and Technology of China, in 2017. My research interests include deep reinforcement learning, federated learning, and edge intelligence.
Machine Learning
-- Deep Reinforcement Learning for game applications
-- Deep Reinforcement Learning with Game Theory
-- Time/Energy efficient federated learning over mobile edge devices
Differential Privacy
-- Location Differential Privacy
WiFi signal detection
-- Channel State Information Based Object Detection
Aug.2017 - May.2022: University of Houston (UH)
--Doctor of Philosophy - PhD. (GPA: 3.88/4)
--Electrical and Computer Engineering
Sep.2013 - Jun.2017: University of Electronic Science and Technology of China (UESTC)
--Bachelor of Science (GPA: 3.84/4)
--Electronic Information Engineering