Event

Digit social-navigation paper combines MPC with zonotope neural networks

Mar 25, 2024 · Research Publication · Agility Robotics · Humanoid

  • The paper proposes cascaded zonotope-based neural networks for pedestrian prediction and bipedal social path planning.
  • The learned social planner is integrated with MPC footstep planning for Agility Robotics Digit in simulation.
  • The work gives Digit a benchmark for socially aware bipedal navigation among moving pedestrians.

US robotics company focused on humanoid systems for logistics and warehouse automation. Digit is designed for real-world material handling tasks in structured environments.

Segment
Humanoid
Event type
Research Publication
Geography
Salem · United States