Publications
Mohammad Akbari, Bahman Gharesifard, and Tamas Linder, Logarithmic Regret in Adaptive Control of Noisy Linear Quadratic Regulator Systems Using Hints, JMLR, 2022, submitted
Mohammad Akbari, Bahman Gharesifard, and Tamas Linder, Achieving Logarithmic Regret via Hints in Online Learning of Noisy LQR Systems, 61st IEEE Conference on Decision and Control, 2022
Mohammad Akbari, Bahman Gharesifard, and Tamas Linder, Logarithmic Regret in Online Linear Quadratic Control using Riccati Updates, Mathematics of Control, Signals, and Systems, 2022Â
Mohammad Akbari, Bahman Gharesifard, and Tamas Linder, On the lack of monotonicity of Newton-Hewer updates for Riccati equations, Automatica, 2021
Mohammad Akbari, Bahman Gharesifard, and Tamas Linder, Riccati updates for online linear quadratic control, Proceedings of the 2nd Conference on Learning for Dynamics and Control, PMLR, 2019
Mohammad Akbari, Bahman Gharesifard, and Tamas Linder, Individual regret bounds for the distributed online alternating direction method of multipliers, IEEE Transactions on Automatic Control, 2018
Mohammad Akbari, Bahman Gharesifard, and Tamas Linder, Distributed Online Convex Optimization on Time-Varying Directed Graphs, IEEE Transactions on Control of Network Systems, 2015
Mohammad Akbari, Bahman Gharesifard, and Tamas Linder, Distributed subgradient-push online convex optimization on time-varying directed graphs, 52nd Annual Allerton Conference on Communication, Control, and Computing, 2014