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Dionysios S. Kalogerias

Assistant Professor @ ECE MSU

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Department of ECE
Michigan State University
Cell: +1 (732) 692-7564
e-mail: dionysis@msu.edu

Latest News

Preprint for paper on noisy linear convergence of SGD for CV@R learning under Polyak-Łojasiewicz inequalities available in “Publications” (soon on arXiv). December 8, 2020
Check out new video presentation for CDC 2020 risk-aware LQR paper (see right above). December 8, 2020
New paper on showing noisy linear convergence of stochastic gradient descent for CV@R-based risk-aware learning under Polyak-Łojasiewicz inequalities submitted. Preprint to be available soon. October 28, 2020
Another paper on actor-only deterministic policy gradient via zeroth-order action-space oracles submitted. October 21, 2020
Our paper titled “Model-Free Learning of Optimal Ergodic Policies in Wireless Systems” was just accepted to the IEEE Transactions on Signal Processing (to appear, check out updated preprint). September 24, 2020
New (and my first) blog article on the connections between policy gradient and zeroth-order methods posted in “Blogs and Discussion”; check it out. August 7, 2020

Another paper on actor-only deterministic policy gradient via zeroth-order action-space oracles submitted.

Published by Dionysios on October 21, 2020

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Previous Post Our paper titled “Model-Free Learning of Optimal Ergodic Policies in Wireless Systems” was just accepted to the IEEE Transactions on Signal Processing (to appear, check out updated preprint).

Next Post New paper on showing noisy linear convergence of stochastic gradient descent for CV@R-based risk-aware learning under Polyak-Łojasiewicz inequalities submitted. Preprint to be available soon.

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