Publications
Mohammad Akbari, Amirreza Neshaei Moghaddam, Bahman Gharesifard, and Tamás Linder, Logarithmic Regret in Adaptive Control of Noisy Linear Quadratic Regulator Systems Using Hints, 2025.
Amirreza Neshaei Moghaddam, Alex Olshevsky, and Bahman Gharesifard, Sample Complexity of Linear Quadratic Regulator Without Initial Stability, 2025.
Amirreza Neshaei Moghaddam and Bahman Gharesifard, Gradient Flow Approximations in Temporal Difference Learning, in IEEE Control System Letters, vol. 8, pp 2655-2660, 2024.
Amirreza Neshaei Moghaddam and Bahman Gharesifard, Gradient Flow Approximations in Temporal Difference Learning (Extended Version), 2024.
Amirreza Neshaei Moghaddam, Alex Olshevsky, and Bahman Gharesifard, Sample Complexity of the Linear Quadratic Regulator: A Reinforcement Learning Lens, Journal of Machine Learning Research, 2025.