Openai gym atari 2600 pong reward function

How can i change reward funciton in openAI atari pong game from rewarding for points scored to rewarding for bouncing the ball to opponent? Is it even possible? Now main dqn algorithm is not learning regardless of hyperparameters I set. So, i'm guessing that reward function is the problem here.