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Published in 2022 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2022.3188180
Abstract: In spite of the lack of convexity, convergence and sample complexity properties were recently established for the random search method applied to the linear quadratic regulator (LQR) problem. Since policy gradient approaches require an initial…
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Keywords:
feedback gains;
policy gradient;
policy;
method ... See more keywords