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Anak Agung Krisna Ananda Kusuma

2 accepted papers

2026

Enhancing Robustness of Locomotion Policy for Quadrupedal Robot with Deep Disturbance Observer

ICRA 2026poster

This letter proposes a control framework to enhance the robustness of a locomotion policy against uncertainties by integrating it with a deep disturbance observer (DOB) network and a deep state estimator network. The deep DOB approximates the inverse model of a quadrupedal robot. The locomotion poli…

Cited by 0SourceScholar
2025

Enhancing Robustness of Locomotion Policy for Quadrupedal Robot With Deep Disturbance Observer

RA-L 2025

This letter proposes a control framework to enhance the robustness of a locomotion policy against uncertainties by integrating it with a deep disturbance observer (DOB) network and a deep state estimator network. The deep DOB approximates the inverse model of a quadrupedal robot. The locomotion poli

Cited by 1SourceScholar