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Mohamad Kazem Shirani Faradonbeh
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2020 – today
- 2024
- [j8]Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
Joint learning of linear time-invariant dynamical systems. Autom. 164: 111635 (2024) - [i19]Hongju Park, Mohamad Kazem Shirani Faradonbeh
:
Thompson Sampling in Partially Observable Contextual Bandits. CoRR abs/2402.10289 (2024) - 2023
- [c8]Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh:
Online Reinforcement Learning in Stochastic Continuous-Time Systems. COLT 2023: 612-656 - 2022
- [j7]Hongju Park
Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits. IEEE Control. Syst. Lett. 6: 2150-2155 (2022) - [c7]Hongju Park, Mohamad Kazem Shirani Faradonbeh
Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations. CDC 2022: 1374-1379 - [c6]Mohamad Kazem Shirani Faradonbeh
Regret Analysis of Certainty Equivalence Policies in Continuous-Time Linear-Quadratic Systems. ICSTCC 2022: 368-373 - [c5]Walter L. Leite, Samrat Roy, Nilanjana Chakraborty, George Michailidis, Anne Corinne Huggins-Manley
A novel video recommendation system for algebra: An effectiveness evaluation study. LAK 2022: 294-303 - [c4]Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh, Mohsen Bayati:
Thompson Sampling Efficiently Learns to Control Diffusion Processes. NeurIPS 2022 - [i18]Mohamad Kazem Shirani Faradonbeh, Aditya Modi:
Joint Learning-Based Stabilization of Multiple Unknown Linear Systems. CoRR abs/2201.01387 (2022) - [i17]Hongju Park, Mohamad Kazem Shirani Faradonbeh:
Efficient Algorithms for Learning to Control Bandits with Unobserved Contexts. CoRR abs/2202.00867 (2022) - [i16]Hongju Park, Mohamad Kazem Shirani Faradonbeh
Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations. CoRR abs/2204.04773 (2022) - [i15]Mohamad Kazem Shirani Faradonbeh
Regret Analysis of Certainty Equivalence Policies in Continuous-Time Linear-Quadratic Systems. CoRR abs/2206.04434 (2022) - [i14]Mohamad Kazem Shirani Faradonbeh
Thompson Sampling Efficiently Learns to Control Diffusion Processes. CoRR abs/2206.09977 (2022) - 2021
- [j6]Mohamad Kazem Shirani Faradonbeh
Optimism-Based Adaptive Regulation of Linear-Quadratic Systems. IEEE Trans. Autom. Control. 66(4): 1802-1808 (2021) - [i13]Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh:
Efficient Estimation and Control of Unknown Stochastic Differential Equations. CoRR abs/2109.07630 (2021) - [i12]Hongju Park, Mohamad Kazem Shirani Faradonbeh:
Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits. CoRR abs/2110.12175 (2021) - [i11]Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
Joint Learning of Linear Time-Invariant Dynamical Systems. CoRR abs/2112.10955 (2021) - [i10]Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh:
Bayesian Algorithms Learn to Stabilize Unknown Continuous-Time Systems. CoRR abs/2112.15094 (2021) - 2020
- [j5]Mohamad Kazem Shirani Faradonbeh
Input perturbations for adaptive control and learning. Autom. 117: 108950 (2020) - [j4]Mohamad Kazem Shirani Faradonbeh
On adaptive Linear-Quadratic regulators. Autom. 117: 108982 (2020)
2010 – 2019
- 2019
- [j3]Mohamad Kazem Shirani Faradonbeh
Finite-Time Adaptive Stabilization of Linear Systems. IEEE Trans. Autom. Control. 64(8): 3498-3505 (2019) - [c3]Mohamad Kazem Shirani Faradonbeh
On Applications of Bootstrap in Continuous Space Reinforcement Learning. CDC 2019: 1977-1984 - [c2]Davoud Ataee Tarzanagh, Mohamad Kazem Shirani Faradonbeh
Online Distributed Estimation of Principal Eigenspaces. DSW 2019: 27-31 - [c1]Mohamad Kazem Shirani Faradonbeh
Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. DSW 2019: 170-174 - [i9]Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
On Applications of Bootstrap in Continuous Space Reinforcement Learning. CoRR abs/1903.05803 (2019) - [i8]Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. CoRR abs/1905.06978 (2019) - [i7]Davoud Ataee Tarzanagh, Mohamad Kazem Shirani Faradonbeh, George Michailidis:
Online Distributed Estimation of Principal Eigenspaces. CoRR abs/1905.07389 (2019) - 2018
- [j2]Mohamad Kazem Shirani Faradonbeh
Finite time identification in unstable linear systems. Autom. 96: 342-353 (2018) - [i6]Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
On Optimality of Adaptive Linear-Quadratic Regulators. CoRR abs/1806.10749 (2018) - [i5]Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
Finite Time Adaptive Stabilization of LQ Systems. CoRR abs/1807.09120 (2018) - [i4]Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
Input Perturbations for Adaptive Regulation and Learning. CoRR abs/1811.04258 (2018) - 2017
- [j1]Mohamad Kazem Shirani Faradonbeh
Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability. IEEE Trans. Control. Netw. Syst. 4(4): 770-780 (2017) - [i3]Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
Finite Time Identification in Unstable Linear Systems. CoRR abs/1710.01852 (2017) - [i2]Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
Finite Time Analysis of Optimal Adaptive Policies for Linear-Quadratic Systems. CoRR abs/1711.07230 (2017) - 2015
- [i1]Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
Optimality of Fast Matching Algorithms for Random Networks with Applications to Structural Controllability. CoRR abs/1503.08019 (2015)
Coauthor Index
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last updated on 2024-10-07 21:18 CEST by the dblp team
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