Scout[1] is an autonomous craft currently building their second attempt to cross the Atlantic. Their 2013 try made it a quarter of the way before (presumably) loosing the rudder and then lost tracking a few months later. There's a yearly competition[2] as well.

[1]: http://gotransat.com

[2]: http://Microtransat.org