Allen Ren
Graduate Research Assistant
New Jersey, United States
Summary
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Rockstar🎓
Top SchoolAllen 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.
10 years of coding experience
3 years of employment as a software developer
Johns Hopkins UniversityHigh School, High School at Mercersburg AcademyPhD, Mechanical and Aerospace Engineering, PhD, Mechanical and Aerospace Engineering at Princeton University
Chinese, English
Github Skills (49)
robotics10
simulator10
bullet9
reinforcement-learning9
kinematics9
simulation9
collision-detection9
physics-engine9
verification9
collision9
sdk9
pybullet9
robotics-simulation8
webots8
gazebo-simulator8
Programming languages (4)
Github contributions (5)
irom-princeton/dppo
Sep 2024 - Feb 2025
Official implementation of Diffusion Policy Policy Optimization, arxiv 2024
Contributions:6 releases, 1 review, 15 PRs in 5 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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