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IEEE Transactions on Control Systems Technology · 2026

Learning Terrain-Aware Bipedal Locomotion via Reduced-Dimensional Perceptual Representations

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Publication
IEEE Transactions on Control Systems Technology, vol. 34, no. 3, pp. 1149–1161, 2026
Type
Journal article
DOI
10.1109/TCST.2026.3664022

Abstract

The study learns compact terrain representations and evaluates their use in bipedal locomotion policies. Locomotion results are from high-fidelity simulation. Preliminary hardware validation compares sensor representations; it does not establish hardware locomotion performance.

The page date records the first arXiv deposit. The journal publication year is 2026; the original page URL and preprint link are retained.