Arrow keys not working in Excel 2013

To solve this problem, I went to my Control Panel -> Ease of access -> Make the keyboard easier to use

Then I checked the Turn On Sticky Keys option, and click OK.
Then go back and uncheck the Turn On Sticky Keys option, and click OK.

Problem is gone.