Mohamad Kazem Shirani Faradonbeh

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 35

Top Topics

Diffusion Processes

Randomized Algorithms

Stochastic Differential Equations

Partially Observable

Top Venues

IEEE Trans. Autom. Control.

Publications

Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Joint learning of linear time-invariant dynamical systems. Autom. 164 (2024)
Hongju Park, Mohamad Kazem Shirani Faradonbeh
Thompson Sampling in Partially Observable Contextual Bandits. CoRR (2024)
Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh
Online Reinforcement Learning in Stochastic Continuous-Time Systems. COLT (2023)
Mohamad Kazem Shirani Faradonbeh
Regret Analysis of Certainty Equivalence Policies in Continuous-Time Linear-Quadratic Systems. CoRR (2022)
Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh, Mohsen Bayati
Thompson Sampling Efficiently Learns to Control Diffusion Processes. CoRR (2022)
Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh, Mohsen Bayati
Thompson Sampling Efficiently Learns to Control Diffusion Processes. NeurIPS (2022)
Mohamad Kazem Shirani Faradonbeh
Regret Analysis of Certainty Equivalence Policies in Continuous-Time Linear-Quadratic Systems. ICSTCC (2022)
Mohamad Kazem Shirani Faradonbeh, Aditya Modi
Joint Learning-Based Stabilization of Multiple Unknown Linear Systems. CoRR (2022)
Hongju Park, Mohamad Kazem Shirani Faradonbeh
Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits. IEEE Control. Syst. Lett. 6 (2022)
Hongju Park, Mohamad Kazem Shirani Faradonbeh
Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations. CoRR (2022)
Walter L. Leite, Samrat Roy, Nilanjana Chakraborty, George Michailidis, A. Corinne Huggins-Manley, Sidney D'Mello, Mohamad Kazem Shirani Faradonbeh, Emily Jensen, Huan Kuang, Zeyuan Jing
A novel video recommendation system for algebra: An effectiveness evaluation study. LAK (2022)
Hongju Park, Mohamad Kazem Shirani Faradonbeh
Efficient Algorithms for Learning to Control Bandits with Unobserved Contexts. CoRR (2022)
Hongju Park, Mohamad Kazem Shirani Faradonbeh
Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations. CDC (2022)
Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh
Efficient Estimation and Control of Unknown Stochastic Differential Equations. CoRR (2021)
Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh
Bayesian Algorithms Learn to Stabilize Unknown Continuous-Time Systems. CoRR (2021)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Optimism-Based Adaptive Regulation of Linear-Quadratic Systems. IEEE Trans. Autom. Control. 66 (4) (2021)
Hongju Park, Mohamad Kazem Shirani Faradonbeh
Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits. CoRR (2021)
Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Joint Learning of Linear Time-Invariant Dynamical Systems. CoRR (2021)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Input perturbations for adaptive control and learning. Autom. 117 (2020)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
On adaptive Linear-Quadratic regulators. Autom. 117 (2020)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite-Time Adaptive Stabilization of Linear Systems. IEEE Trans. Autom. Control. 64 (8) (2019)
Davoud Ataee Tarzanagh, Mohamad Kazem Shirani Faradonbeh, George Michailidis
Online Distributed Estimation of Principal Eigenspaces. DSW (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
On Applications of Bootstrap in Continuous Space Reinforcement Learning. CDC (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. CoRR (2019)
Davoud Ataee Tarzanagh, Mohamad Kazem Shirani Faradonbeh, George Michailidis
Online Distributed Estimation of Principal Eigenspaces. CoRR (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. DSW (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
On Applications of Bootstrap in Continuous Space Reinforcement Learning. CoRR (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite Time Adaptive Stabilization of LQ Systems. CoRR (2018)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Input Perturbations for Adaptive Regulation and Learning. CoRR (2018)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite time identification in unstable linear systems. Autom. 96 (2018)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
On Optimality of Adaptive Linear-Quadratic Regulators. CoRR (2018)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite Time Identification in Unstable Linear Systems. CoRR (2017)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite Time Analysis of Optimal Adaptive Policies for Linear-Quadratic Systems. CoRR (2017)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability. IEEE Trans. Control. Netw. Syst. 4 (4) (2017)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Optimality of Fast Matching Algorithms for Random Networks with Applications to Structural Controllability. CoRR (2015)