I was not expecting Lee Sedol to come back and win a game after his first three losses. AlphaGo seemed to be struggling at the end of the match.
I don't believe AlphaGo had the time to do any additional training between matches. So effectively Lee has the ability to 'learn his opponent' while AlphaGo cannot until the entire match set is over because of how long it would take do do additional training.