I want to erase the activity from the history stack

There are three activities in my app.

When the user goes from Activity 2 to Activity 3, can we erase Activity 1 and Activity 2 from the history stack? When the user presses the back button while playing the game, I want to go to the home screen rather than going back to Activity 2.