Letian Chen Email and Phone Number
Letian Chen work email
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Letian Chen personal email
Hi! I am Letian (Zac) Chen, a fourth-year PhD student at Georgia Tech. I received my Bachelor’s degrees in psychology and computer science from Peking University in 2018 and Master's degree in computer science from Georgia Tech in 2020. Prior to joining the CORE Robotics lab (led by Professor Matthew Gombolay) in Georgia Tech, I was in CVDA (led by Professor Yizhou Wang) and CDLab (led by Professor Hang Zhang) at Peking University (Beijing, China).I love researching and implementing cool stuff that works in real-world. I am interested in all kinds of intelligence problems, both artificial intelligence and human intelligence. Specifically, I look into the intelligence problem through reinforcement learning perspective. My research enables robots to infer human's intent in Learning from Demonstration settings, teasing out heterogeneity and suboptimality from the demonstrations. I envision human and machine share certain sources of intelligence, including but not limited to reinforcement learning (dopamine system), hierarchical learning (hippocampus), and meta learning (pre-frontal cortex). I wish to reveal the mystery of intelligence through my work and make robot assistance accessible to everyone!If you want to learn more about me, please feel free to contact me (contact info).
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Research InternWaymo May 2024 - PresentMountain View, California, United States -
Research AssistantGeorgia Institute Of Technology Aug 2020 - PresentAtlanta, Georgia, United StatesWorked on offline, safe learning from heterogeneous, suboptimal demonstrations, with applications to autonomous driving, healthcare decision-support, Mars rover path-planning, atheletic and household robots. -
Research InternToyota Research Institute May 2023 - Aug 2023Los Altos, California, United States• Implemented an algorithm to generate diverse driving policies for autonomous racing• Proposed an algorithm to model and leverage opponent information in multi-car racing• Deployed the algorithm on motion simulator hardware and demonstrated qualitatively andquantitatively high performance -
Reinforcement Learning InternIrobot May 2021 - Aug 2021Bedford, Massachusetts, United States• Identified real-world challenges of Offline Policy Evaluation (OPE) techniques• Created a benchmark dataset for OPE where real-world challenges present• Proposed ad-hoc OPE algorithm selection methods via validation mechanisms -
Research AssistantGeorgia Institute Of Technology May 2019 - May 2020Atlanta, Georgia, United StatesWorked on multi-agent expected policy gradient and sampling-based policy gradient algorithms. Worked on learning from heterogeneous and suboptimal demonstrations via novel inverse reinforcement learning algorithms. -
Teaching AssistantGeorgia Institute Of Technology Jan 2019 - May 2019Atlanta, Georgia, United States -
Ios DeveloperPeking University Sep 2015 - Aug 2018Beijing City, ChinaDeveloped and maintained iOS app “PKU Helper” for Peking University campus life -
Teaching AssistantPeking University Sep 2016 - Jan 2017Beijing City, ChinaTeaching Assistant for Introduction to Computation - Undergraduate Section
Letian Chen Education Details
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4.0/4.0 -
4.0/4.0 -
3.78/4.0 -
3.80/4.0
Frequently Asked Questions about Letian Chen
What company does Letian Chen work for?
Letian Chen works for Waymo
What is Letian Chen's role at the current company?
Letian Chen's current role is Ph.D. Candidate at Georgia Institute of Technology.
What is Letian Chen's email address?
Letian Chen's email address is le****@****ech.edu
What schools did Letian Chen attend?
Letian Chen attended Georgia Institute Of Technology, Georgia Institute Of Technology, Peking University, Peking University.
Who are Letian Chen's colleagues?
Letian Chen's colleagues are Sheba Rowlands, Richard Calvo, Jeffrey Tao, Arnold Hardy, Hilary Li, Cecile Banas Boulay, Nes Hernandez.
Not the Letian Chen you were looking for?
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4umich.edu, 126.com, epic.com, epic.com
4 +160869XXXXX
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Letian Chen
Public Relations Intern At Ecometal, Inc: Ecometalinc.Comnew Communication Technology Major Undergraduate Student At The Ohio State UniversityColumbus, Oh -
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2att.com, att.eu
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