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Cem Bilaloglu

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#machine learning Review Sep 2026

Ergodic Control and Controlled Diffusion for Robot Learning: Review and Tutorial

The intuition behind controlled diffusion for robot learning is introduced, its connection to diffusion learning is explored, theoretical foundations and numerical tutorials for solving controlled diffusion and ergodic control problems are presented, and applications across robotics are reviewed.

M. M. Sun, Cem Bilaloglu, Ananya Rao et al. · 0 citations

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