Games constitute an effective platform for developing and testing artificial intelligence techniques: they are well defined and easy to implement, yet challenging and fun. Our work in this area focuses on learning to play traditional games such as Othello and Go, and also on developing more sophisticated video games based on non-player characters that adapt. Much of this work is based on the Neuroevolution approach.