TAPNAV: Humanoid Navigation through Tactile Active Perception
TAPNAV is a framework that enables humanoid robots to navigate unknown environments using only tactile sensing instead of vision. It achieves this by combining uncertainty-aware global route planning with active probing of the surroundings based on expected information gain. The system uses tactile feedback to correct drifting pose estimates, allowing for reliable movement without relying on cameras or LiDAR.