Tianshu Chu
Research Scientist at Meta
Palo Alto, California, United States
Summary
👤
Senior🎓
Top SchoolTianshu Chu is a research scientist based in Palo Alto with 10 years of experience applying reinforcement learning and multi-agent RL to real-world networked control problems such as traffic and wireless networks. Trained at Stanford (MSc and PhD candidate in Civil and Environmental Engineering) and with industry roles spanning startups to Meta, he builds and deploys RL systems for mobile and 5G network control, adaptive video streaming, and traffic management. His work blends academic rigor with product-focused engineering—earlier projects include hybrid learning systems for automated parking and intelligent medical diagnosis. At Uhana he developed deep RL solutions that were later integrated into VMware’s 5G efforts, demonstrating an ability to transition research into commercial impact.
10 years of coding experience
4 years of employment as a software developer
Bachelor's Degree Physics, Bachelor's Degree Physics at Waseda Universitysuzhou high schoolPhD Candidate Civil and Environmental Engineering, PhD Candidate Civil and Environmental Engineering at Stanford University
Github Skills (21)
proximal-policy-optimization10
gymnasium10
traffic10
signal9
reinforcement-learning9
networked9
operations-research9
multi-agent9
agent9
scale9
mujoco9
stable-baselines9
deep-reinforcement-learning9
large-scale8
multi-agent-reinforcement-learning8
Programming languages (1)
Github contributions (5)
cts198859/deeprl
Dec 2017 - Aug 2018
multi-threading and multi-processing implementation of deep RL algorithms
Contributions:10 commits, 14 PRs, 63 pushes in 7 months
pytorchdeep-learningreinforcement-learningmulti-threadingdeep-rl
cts198859/deeprl_signal_control
May 2018 - Dec 2019
multi-agent deep reinforcement learning for large-scale traffic signal control.
Contributions:13 commits, 24 PRs, 97 pushes in 1 year 7 months
signalstable-baselinesagentdeep-learningreinforcement-learning
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.