Humanoid locomotion and manipulation: Current progress and challenges in control, planning, and learning

Z Gu, J Li, W Shen, W Yu, Z **e, S McCrory… - arxiv preprint arxiv …, 2025 - arxiv.org
Humanoid robots have great potential to perform various human-level skills. These skills
involve locomotion, manipulation, and cognitive capabilities. Driven by advances in machine …

A Unified and General Humanoid Whole-Body Controller for Fine-Grained Locomotion

Y Xue, W Dong, M Liu, W Zhang, J Pang - arxiv preprint arxiv:2502.03206, 2025 - arxiv.org
Locomotion is a fundamental skill for humanoid robots. However, most existing works made
locomotion a single, tedious, unextendable, and passive movement. This limits the kinematic …

Embrace Collisions: Humanoid Shadowing for Deployable Contact-Agnostics Motions

Z Zhuang, H Zhao - arxiv preprint arxiv:2502.01465, 2025 - arxiv.org
Previous humanoid robot research works treat the robot as a bipedal mobile manipulation
platform, where only the feet and hands contact the environment. However, we humans use …