Shuhang Chen

Researcher, Scaled Foundations, Scaled Foundations

Joined

February 2021

Names

Shuhang Chen (Preferred)

Emails

****@ufl.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Scaled Foundations, Scaled Foundations (scaledfoundations.ai)

2023 – Present

PhD student

Department of math, University of Florida (ufl.edu)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Sean Meyn

2016 – 2021

Expertise

Reinforcement learning

Present

Publications

PACT: Perception-Action Causal Transformer for Autoregressive Robotics Pretraining
Rogerio Bonatti, Sai Vemprala, Shuang Ma, Felipe Vieira Frujeri, Shuhang Chen, Ashish Kapoor
- 05 Oct 2022 (modified: 05 May 2023)
- FMDM@NeurIPS2022
- Readers: Everyone
Zap Q-Learning for Optimal Stopping
Shuhang Chen, Adithya M. Devraj, Ana Busic, Sean P. Meyn
- 2020 (modified: 22 May 2024)
- ACC 2020
- Readers: Everyone
Accelerating Optimization and Reinforcement Learning with Quasi-Stochastic Approximation
Shuhang Chen, Adithya M. Devraj, Andrey Bernstein, Sean P. Meyn
- 2020 (modified: 19 May 2024)
- CoRR 2020
- Readers: Everyone
Explicit Mean-Square Error Bounds for Monte-Carlo and Linear Stochastic Approximation
Shuhang Chen, Adithya M. Devraj, Ana Busic, Sean P. Meyn
- 2020 (modified: 22 May 2024)
- AISTATS 2020
- Readers: Everyone
Zap Q-Learning With Nonlinear Function Approximation
Shuhang Chen, Adithya M. Devraj, Fan Lu, Ana Busic, Sean P. Meyn
- 2020 (modified: 22 May 2024)
- NeurIPS 2020
- Readers: Everyone
Explicit Mean-Square Error Bounds for Monte-Carlo and Linear Stochastic Approximation
Shuhang Chen, Adithya M. Devraj, Ana Busic, Sean P. Meyn
- 2020 (modified: 22 May 2024)
- CoRR 2020
- Readers: Everyone
Zap~Q-Learning for Optimal Stopping Time Problems
Shuhang Chen, Adithya M. Devraj, Ana Busic, Sean P. Meyn
- 2019 (modified: 22 May 2024)
- CoRR 2019
- Readers: Everyone
Zap Q-Learning With Nonlinear Function Approximation
Shuhang Chen, Adithya M. Devraj, Ana Busic, Sean P. Meyn
- 2019 (modified: 22 May 2024)
- CoRR 2019
- Readers: Everyone
Automatic Coordinate Prediction of the Exit of Ventricular Tachycardia from 12-Lead Electrocardiogram
Prashnna K. Gyawali, Shuhang Chen, Huafeng Liu, B. Milan Horácek, John L. Sapp, Linwei Wang
- 2017 (modified: 06 Feb 2021)
- CinC 2017
- Readers: Everyone
Disentangling inter-subject variations: Automatic localization of ventricular tachycardia origin from 12-lead electrocardiograms
Shuhang Chen, Prashnna K. Gyawali, Huafeng Liu, B. Milan Horácek, John L. Sapp, Linwei Wang
- 2017 (modified: 24 Apr 2023)
- ISBI 2017
- Readers: Everyone

View all 12 publications