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Convergence and Sample Complexity of Gradient Methods for the Model-Free Linear-Quadratic Regulator Problem.
Hesameddin Mohammadi
Armin Zare
Mahdi Soltanolkotabi
Mihailo R. Jovanovic
Published in:
IEEE Trans. Autom. Control. (2022)
Keyphrases
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model free
closed loop
sample complexity
linear quadratic
reinforcement learning
function approximation
data mining
image segmentation
objective function
lower bound
active learning
supervised learning
optimal control