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.