Dalle Molle Institute for Artificial Intelligence, Switzerland
Friday 29 June 2007, 14.00
Seminar Room B10 (Basement)
Alexandra House, 17 Queen Square, London, WC1N 3AR
How to Learn a Program?
We will discuss novel ways of making robots and other agents smarter through machine learning algorithms. The focus will be on sequence learning as opposed to conventional pattern recognition. We will outline very general, asymptotically optimal problem solvers pioneered in our lab, as well as practical applications based on state-of-the-art adaptive feedback neural networks, with examples ranging from challenging control tasks to connected handwriting recognition, keyword spotting and music composition.