Make sure to create a restore point just in case something goes wrong. Method 8: Run CCleaner and MalwarebytesĬomputer Restarts Randomly on Windows 10.Method 4: Reinstall Graphic Card Drivers.Method 1: Disable Windows Automatic Restart Feature.Computer Restarts Randomly on Windows 10.