Singleplayer
Up and Down controls the paddle, ESC pauses the game, Arrow Keys controls the menus such as the title screen and pause screen, and SPACE selects a menu item.
Multiplayer
W and S controls the 1st player paddle, Up and Down control the 2nd player paddle, and the rest is the same as singleplayer.