Example: Machine Learning for Robotics

Autonomous Off-Road Vehicle Navigation

Before

• Traditional robot sensors have a short vision range
• This makes autonomous navigation like driving in dense fog

After

• Machine learning provides video image analysis for obstacle detection to far distances (line of sight)
• Vehicles can make much better navigation decisions