Allen Ren

Member Of Technical Staff at Physical Intelligence

San Francisco, California, United States
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Summary

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Allen Ren is a graduate research assistant at Princeton University with 10 years of experience advancing the safety and generalization of robotic systems through machine learning, optimization, and control. His PhD work in the IRoM lab focuses on robust robot motion and policy generalization, building on prior research at Johns Hopkins and visiting work at Carnegie Mellon. He has industry experience applying task-driven domain adaptation for control policies during a summer internship at Toyota Research Institute. Allen blends mechanical engineering foundations with modern robot learning, evidenced by a patented senior-design “smart guitar” project that measured forces at 72 fretboard locations. Based in New Jersey, he contributes as a generalist to robot policy work in the Physical-Intelligence community and maintains an active academic and project presence online. Colleagues describe him as a pragmatic researcher who connects theory to physical systems and safety-aware deployment.
code11 years of coding experience
bookJohns Hopkins University
bookPhD Mechanical and Aerospace Engineering, PhD Mechanical and Aerospace Engineering at Princeton University
languagesEnglish, Chinese
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Stackoverflow

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Github Skills (35)

robotics10
kinematics9
reinforcement-learning9
simulator9
simulation9
collision-detection9
pybullet9
game-development8
bullet-physics8
drake8
virtual-reality8
visual-effects8
trajectory-generation8
generalization7
signed7

Programming languages (4)

C++PDDLJupyter NotebookPython

Github contributions (5)

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Contributions:98 pushes, 1 branch in 2 years 4 months
allenzren/drake

Jun 2022 - May 2023

Model-based design and verification for robotics.
Contributions:2 PRs, 56 pushes, 13 branches in 11 months
model-basedmodel-based-designroboticsverification
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