How to Fix WINDOWS 10 stuck on restarting screen ( HP LAPTOP)

Why is this happening?
1. Improper shutdown
2. Other Task were not closed properly
3. Peripherals were removed without safety or may be accidentally unplugged
4. Ram issue
5. Windows drivers not installed properly
6. End Task File explorer
7. and so many more

Disclaimer
This is my experience and how I fix the issue "stuck on restarting in windows 10". Please do some research especially if you have other brand names on the laptop. My laptop is working fine and no more issue. I can reboot, shutdown and use the laptop without any issue.