Thinh T. Doan
Scholar

Thinh T. Doan

Google Scholar ID: FiN_HnEAAAAJ
Assistant Professor, University of Texas Austin
Control TheoryOptimizationStochastic ApproximationReinforcement LearningMulti-Agent Systems
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,548
 
H-index
23
 
i10-index
36
 
Publications
20
 
Co-authors
5
list available
Contact
GitHubOpen ↗
Publications
5 items
Internal State-Based Policy Gradient Methods for Partially Observable Markov Potential Games
2026
Cited
0
Finite-Time Analysis of Projected Two-Time-Scale Stochastic Approximation
2026
Cited
0
Accelerating Multi-Task Temporal Difference Learning under Low-Rank Representation
2025
Cited
0
Nonasymptotic CLT and Error Bounds for Two-Time-Scale Stochastic Approximation
2025
Cited
0
Fast Two-Time-Scale Stochastic Gradient Method with Applications in Reinforcement Learning
Annual Conference Computational Learning Theory · 2024
Cited
4
Resume (English only)
Academic Achievements
  • Recipient of the NSF CAREER Award
  • Recipient of the AFOSR Young Investigator Program (YIP) Award
  • Paper on fast two-time-scale stochastic approximation accepted to IEEE Transactions on Automatic Control
  • Joint work with JPMorgan AI Research accepted to Conference on Learning Theory (COLT)
  • Supervised PhD student Amit Dutta’s work on exact fault-tolerance in Byzantine federated learning
  • Lab awarded support from UT for the UT Portugal Exploratory Project on Space Distributed Ocean Monitorization and Exploration
Co-authors
5 total
Justin Romberg
Justin Romberg
Professor of Electrical and Computer Engineering, Georgia Institute of Technology
Siva Theja Maguluri
Siva Theja Maguluri
Georgia Institute of Technology
Co-author 3
Co-author 3
Sihan Zeng
Sihan Zeng
JPMorgan AI Research
R. Srikant
R. Srikant
University of Illinois at Urbana-Champaign