mea- sures. On the other hand, IM-CLEVER’s use of reinforcement learning follows Schmidhuber’s earlier work RL for cognitive robotics [BS04, BZGS06], Barto’s work on intrinsically motivated reinforcement learning [SB06, SM05], and Lee’s [LMC07b, LMCO07a] work on developmental reinforcement learning; wher