To adjust the in-game brightness:
 
•  Open the main menu or the pause menu and select "System".
•  Choose "Options" and then "Display". 
•  Locate the "Calibration" option and use the slider to calibrate the screen brightness to your liking. 
 
You can restore the default settings at any time by selecting "Reset Options".