
The tradition dates back to the founder of the modern games, Baron Pierre de Coubertin, "who saw art competitions as integral to his vision of the Olympics."
Read more on Wikipedia: "Art competitions at the Olympic Games"
Smithsonian: "When the Olympics Gave Out Medals for Art"
Thanks, J.Z. Torre