Kargin, Taylan

4 publications

ICML 2024 Infinite-Horizon Distributionally Robust Regret-Optimal Control Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi

ICML 2024 Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-Asymptotic Analysis Yingying Li, Jing Yu, Lauren Conger, Taylan Kargin, Adam Wierman

L4DC 2024 Wasserstein Distributionally Robust Regret-Optimal Control over Infinite-Horizon Taylan Kargin, Joudi Hajar, Vikrant Malik, Babak Hassibi

COLT 2022 Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control Taylan Kargin, Sahin Lale, Kamyar Azizzadenesheli, Animashree Anandkumar, Babak Hassibi