Exploration vs exploitation: new workshop

On-line problems such as website optimisation require to trade exploration and exploitation in order to learn and optimise an unknown target. As you may already know from my Twitter feed, I am organising a challenge and a workshop on that topic on 2 July 2011 in Bellevue, Washington, during the 28th International Conference on Machine Learning. We’re calling for papers!