T. Trafalis

activity

20182023

most citedReligious Affiliation in the Twenty-First Century: A Machine Learning Perspective on the World Value Survey

5 citations · 6 across the 4 of their papers we have counts for

collaborators

Showing 2021Show all

2 papers · 1 filter

eess.SY2021

Learning-Based Nonlinear $H^{\infty}$ Control via Game-Theoretic Differential Dynamic Programming

Wei Sun, Theodore B. Trafalis

In this work, we present a learning-based nonlinear $H^{\infty}$ control algorithm that guarantee system performance under learned dynamics and disturbance estimate. The Gaussian Pro…

cs.LG2021

Optimizing Data Augmentation Policy Through Random Unidimensional Search

Xiaomeng Dong, Michael Potter, Gaurav Kumar +3

It is no secret amongst deep learning researchers that finding the optimal data augmentation strategy during training can mean the difference between state-of-the-art performance a…

Learning-Based Nonlinear H∞ Control via Game-Theoretic Differential Dynamic Programming

Optimizing Data Augmentation Policy Through Random Unidimensional Search

Learning-Based Nonlinear $H^{\infty}$ Control via Game-Theoretic Differential Dynamic Programming