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Sheel Dey

Pi Star Lab
Computer Science and Engineering
Texas A&M University
EABC, Room 107B, 588 Lamar St, College Station, TX 77840

Hi, I am a 4th year computer science Ph.D. student atTexas A&M University, where I work withDr. Guni Sharon in thePi Star Lab. My research interests lie at the intersection of reinforcement learning and robotics. My current research focuses on leveraging demonstrations and interventions to make reinforcement learning safer and faster.

In summer 2022, I interned withMotional developing RL-based motion planners for autonomous driving. Prior to that, I interned withTeale designing RL-based algorithms for automated oil drilling in spring 2022.

I previously received an M.S. in computer science from Texas A&M University, during which I was fortunate to work withDr. Atlas Wang andDr. Jun Wang on brain image analysis.

news

Nov 15, 2022

My internship work atTeale got featured in the Texas A&M Engineering newsletter.[News ]

Aug 31, 2022

Teaching Assistant for CSCE 421 - Machine Learning offered byDr. Theodora Chaspari in Fall 2022.

May 21, 2022

I am interning withMotional over the summer developing RL-based motion planners.

Jan 1, 2022

I am interning withTeale over the next 3 months helping develop the next generation of downhole drilling automation.

Aug 31, 2021

Teaching Assistant forCSCE 421 - Machine Learning offered in Fall 2021.

Jun 30, 2021

Our work titledA Joint Imitation-Reinforcement Learning Framework for Reduced Baseline Regret (JIRL) got accepted at IROS-2021.[Paper ] [Demo ] [Code ] [Bib ]

Jan 20, 2021

Teaching Assistant forCSCE 689 - Reinforcement Learning offered in Spring 2021.

Aug 19, 2020

Teaching Assistant forCSCE 625 - Introduction to Artificial Intelligence offered in Fall 2020.

Jul 25, 2020

Ran a virtual workshop session onModel Interpretability at theTAMU Datathon Summer Bootcamp. [Recording ] [Notebook ]

Apr 22, 2020

My team Pi-star Skyblazers won the2020 TAMIDS Data Science Competition. Thanks and congrats to my team-mateSumedh Pendurkar. [Video ] [Code ]


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