Finite Time Analysis of Optimal Adaptive Policies for Linear-Quadratic Systems. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (CoRR, 2017)

Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (IEEE Trans. Control. Netw. Syst., 2017)

Finite time identification in unstable linear systems. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (Autom., 2018)

On Optimality of Adaptive Linear-Quadratic Regulators. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (CoRR, 2018)

Finite Time Adaptive Stabilization of LQ Systems. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (CoRR, 2018)

Input Perturbations for Adaptive Regulation and Learning. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (CoRR, 2018)

On Applications of Bootstrap in Continuous Space Reinforcement Learning. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (CDC, 2019)

Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (DSW, 2019)

Online Distributed Estimation of Principal Eigenspaces. - Davoud Ataee Tarzanagh; Mohamad Kazem Shirani Faradonbeh; George Michailidis (DSW, 2019)

Finite-Time Adaptive Stabilization of Linear Systems. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (IEEE Trans. Autom. Control., 2019)

Input perturbations for adaptive control and learning. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (Autom., 2020)

On adaptive Linear-Quadratic regulators. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (Autom., 2020)

Efficient Estimation and Control of Unknown Stochastic Differential Equations. - Mohamad Kazem Shirani Faradonbeh; Mohamad Sadegh Shirani Faradonbeh (CoRR, 2021)

Bayesian Algorithms Learn to Stabilize Unknown Continuous-Time Systems. - Mohamad Kazem Shirani Faradonbeh; Mohamad Sadegh Shirani Faradonbeh (CoRR, 2021)

Optimism-Based Adaptive Regulation of Linear-Quadratic Systems. - Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (IEEE Trans. Autom. Control., 2021)

Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations. - Hongju Park; Mohamad Kazem Shirani Faradonbeh (CDC, 2022)

Regret Analysis of Certainty Equivalence Policies in Continuous-Time Linear-Quadratic Systems. - Mohamad Kazem Shirani Faradonbeh (ICSTCC, 2022)

A novel video recommendation system for algebra: An effectiveness evaluation study. - Walter L. Leite; Samrat Roy; Nilanjana Chakraborty; George Michailidis; Anne Corinne Huggins-Manley; Sidney D'Mello; Mohamad Kazem Shirani Faradonbeh; Emily Jensen; Huan Kuang; Zeyuan Jing (LAK, 2022)

Thompson Sampling Efficiently Learns to Control Diffusion Processes. - Mohamad Kazem Shirani Faradonbeh; Mohamad Sadegh Shirani Faradonbeh; Mohsen Bayati (NeurIPS, 2022)

Joint Learning-Based Stabilization of Multiple Unknown Linear Systems. - Mohamad Kazem Shirani Faradonbeh; Aditya Modi 002 (CoRR, 2022)

Efficient Algorithms for Learning to Control Bandits with Unobserved Contexts. - Hongju Park; Mohamad Kazem Shirani Faradonbeh (CoRR, 2022)

Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits. - Hongju Park; Mohamad Kazem Shirani Faradonbeh (IEEE Control. Syst. Lett., 2022)

Online Reinforcement Learning in Stochastic Continuous-Time Systems. - Mohamad Kazem Shirani Faradonbeh; Mohamad Sadegh Shirani Faradonbeh (COLT, 2023)

Joint learning of linear time-invariant dynamical systems. - Aditya Modi 002; Mohamad Kazem Shirani Faradonbeh; Ambuj Tewari; George Michailidis (Autom., 2024)

Thompson Sampling in Partially Observable Contextual Bandits. - Hongju Park; Mohamad Kazem Shirani Faradonbeh (CoRR, 2024)

Learning Unstable Continuous-Time Stochastic Linear Control Systems. - Reza Sadeghi Hafshejani; Mohamad Kazem Shirani Faradonbeh (CoRR, 2024)

On the Effect of Instability on Learning Continuous-Time Linear Control Systems. - Reza Sadeghi Hafshejani; Mohamad Kazem Shirani Faradonbeh (ACC, 2025)