← Back to Benchmarks
simmediumlocomotionmetric · varies

Learning Perceptive Humanoid Locomotion over Challenging Terrain

Description

Humanoid robots are engineered to navigate terrains akin to those encountered by humans, which necessitates human-like locomotion and perceptual abilities. Currently, the most reliable controllers for humanoid motion rely exclusively on proprioception, a reliance that becomes both dangerous and unreliable when coping with rugged terrain. Although the integration of height maps into perception can enable proactive gait planning, robust utilization of this information remains a significant challen

Source

http://arxiv.org/abs/2503.00692v3