Marius Memmel
Graduate Research Assistant
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolMarius Memmel is a robotics and computer vision researcher pursuing a PhD at the University of Washington with eight years of experience building perceptual systems that help agents generalize and remain robust across changing environments. His work spans academic and industry collaborations—from research roles at NVIDIA and Bosch to visiting stints in Europe—focusing on interactive concept learning, disentanglement, and domain-robust segmentation. He combines strong software engineering roots (full-stack and ML pipelines from earlier industry roles) with hands-on robot learning and perception research, bridging theory and application. Globetrotting and interdisciplinary, he leverages diverse academic training across TU Darmstadt, EPFL and DHBW Mannheim to push toward multi-purpose, interactive agents.
8 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of WashingtonBachelor of Science - BS Business Information Systems (Software Engineering), Bachelor of Science - BS Business Information Systems (Software Engineering) at DHBW MannheimTechnischen Universität DarmstadtExchange Computer Information Systems, Exchange Computer Information Systems at Appalachian State UniversityMaster Thesis Computer Science, Master Thesis Computer Science at EPFL
German, English, Chinese
Github Skills (35)
openai-gym10
sac9
ddpg9
mujoco9
dqn9
pybullet9
deep-reinforcement-learning9
reinforcement-learning8
generative-adversarial-network8
plot8
pytorch8
deep-learning7
python7
2d6
collapse6
Programming languages (2)
Github contributions (5)
memmelma/VO-Transformer
Jan 2022 - Jul 2022
Contributions:212 commits, 6 pushes, 2 branches in 5 months
memmelma/memmelma.github.io
Nov 2021 - Feb 2025
Contributions:69 pushes in 3 years 3 months
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