Christopher Hsu
Research Scientist at U.S. Army DEVCOM Army Research Laboratory
Philadelphia, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolChristopher Hsu is a research scientist and PhD candidate in Electrical and Systems Engineering at the University of Pennsylvania with eight years of experience applying deep learning, reinforcement learning, and spatial AI to robotics and perception problems. He currently leads customer-funded projects at the U.S. Army DEVCOM Army Research Laboratory, serving as PI on multi-robot and spatial-AI efforts that secured nearly $2M in funding. His work spans bench algorithm development to technical proposal review and subject-matter expertise, bridging academic research and defense-focused engineering. Earlier research includes scalable multi-agent RL policies (Parameter Shared Set Policy) for cooperative tracking and practical diagnostics for mechanical systems, showing a strong mix of theoretical innovation and real-world deployment. Based in Philadelphia, he combines advanced robotics research with hands-on systems integration experience from competitions and fielded projects. An often overlooked strength is his ability to translate complex multi-agent models into efficient, decentralized policies suited for resource-constrained robotic teams.
8 years of coding experience
7 years of employment as a software developer
Bachelor’s Degree, Mechanical Engineering, Bachelor’s Degree, Mechanical Engineering at Villanova UniversityDoctor of Philosophy - PhD, Electrical and Systems Engineering, Doctor of Philosophy - PhD, Electrical and Systems Engineering at University of Pennsylvania
Chinese
Github Skills (42)
reinforcement-learning9
parallel9
pytorch9
java9
python9
optimization9
ray9
deep-learning8
hyperparameter-optimization8
tensorflow8
machine-learning8
llm8
scaling8
large-language-models8
automl8
Programming languages (3)
Github contributions (5)
christopher-hsu/ADFQ
Feb 2020 - Oct 2020
Bayesian Q-learning
Contributions:20 commits, 14 PRs, 109 pushes in 8 months
bayesian-inferencebayesianq-learning
christopher-hsu/f1tenth-spinningup
Apr 2020 - May 2020
An educational resource to help anyone learn deep reinforcement learning.
Contributions:114 commits, 1 PR, 60 pushes in 1 month
deep-learningreinforcement-learningdeep-reinforcement-learningmachine-learningtensorflow
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