Thinh T. Doan (Đoàn T. Thịnh in Vietnamese)
Assistant Professor
Aerospae Engineering & Engineering Mechanics, UT Austin
Contact Information:
Office: ASE 3.206 Aerospace Engineering Building
2617 Wichita Street, Austin, Texas 78712-1221
Email: thinhdoan (at) utexas.edu. Phone: +1 (512) 471-7593
My CV [Updated Oct.]. Profile on Google Scholar
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📢 Announcement: We will have multiple open PhD positions in Spring/Fall 2025 in generative AI, machine learning, and optimal decision making. PhD candidates with strong mathematical background in control, optimization, and machine learning are encouraged to apply. Please send me an email to thinhdoan@utexas.edu with your CV and transcripts if you are interested.
Recent news
Recent news
Our paper on developing a new fast two-time-scale stochastic gradient method with an optimal convergence rate, joint work with Sihan Zeng (JP Morgan AI Research), has been accepted to the Conference on Learning Theory (COLT) and is available on arXiv.
Our paper on studying the complexity of policy gradient and actor-critic methods for solving multi-task reinforcement learning, joint work with Sihan Zeng (JP Morgan AI Research) and Justin Romberg (GaTech), is available on arXiv.
I'm honored to receive an NSF CAREER Award.
My newest paper on fast nonlinear two-time-scale SA can be found here, where I propose a new variant to achieve an optimal convergence rate.
I'm honored to receive the AFOSR Young Investigator Program (YIP) award. We thank AFOSR/AFRL for supporting our research in resilient resource allocation over dynamic networks. Details can be found here.
Upcoming/Recent Talks and Conferences/Workshops
Upcoming/Recent Talks and Conferences/Workshops
Together with Kyriakos G. Vamvoudakis from GaTech, we are organizing a Workshop on Safe and Secure Learning-Enabled Systems at 2024 Conference on Decision and Control, Milan, Italy. See you then
I'll give an invited talk at Modeling and Optimization: Theory and Applications (MOPTA) Conference in August 14, 2024.
I'll attend the first Reinforcement Learning conference in August 9-12, 2024, Amherst, MA
I'll attend ECC 2024 in Stockholm.
I gave a talk at CDC 2023 in Singapore. I also played for the first time at the CDC soccer cup. It was amazing.
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