Luigi Berducci
Senior AI Engineer - Reinforcement Learning at Amazon
Vienna, Switzerland
Summary
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Senior🎓
Top SchoolLuigi Berducci is a Senior AI Engineer specializing in reinforcement learning for robotics, with nine years of experience bridging safety-focused research and real-world deployment. He develops robust, perceptive RL policies at scale—leveraging massive parallel simulation—to power fleets of robots currently in production at RIVR and now Amazon. His Ph.D. work at TU Wien concentrated on safe RL and validation methods for safety-critical systems, informing practical solutions that prioritize reliability under messy real-world conditions. Luigi has a track record of translating research into deployed controllers (including wheeled-legged robots and multi-agent autonomous driving scenarios) and has contributed to multidisciplinary projects from particle-physics ML to autonomous-vehicle simulators. He combines academic rigor (publications and thesis supervision) with hands-on engineering that pushes toward fielding thousands of robots.
9 years of coding experience
5 years of employment as a software developer
Vienna University of TechnologyMaster's degree, Computer Science, Master's degree, Computer Science at Sapienza Università di Roma
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (65)
gymnasium10
pettingzoo10
pybullet10
reinforcement-learning-environments10
scenic10
simulation10
physics-engine10
racing10
robotics9
scene9
robustness9
reinforcement-learning9
physics9
mahjong8
openai-gym8
Programming languages (6)
Github contributions (5)
axelbr/dreamer
Oct 2020 - Mar 2021
Dream to Control: Learning Behaviors by Latent Imagination
Contributions:261 pushes, 11 branches in 4 months
behaviorsimaginationlatent
EdAlexAguilar/reward_shaping
Mar 2022 - Nov 2024
Contributions:85 pushes, 13 branches in 2 years 9 months
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