The possibility of a quantum computer has led to much new work in theoretical physics and, naturally enough, this work has raised many new mathematical problems. What is perhaps surprising is that it has led to interesting problems in algebraic graph theory. For example, questions about the relative power of a quantum computer lead to questions about the chromatic number of certain graphs. In my talk I will discuss some of these problems, and the progress that has been made.