Towards an organic Artificial Intelligence

What we are currently calling AI has, in fact, very little to do with intelligence, although it does indeed make use of tremendous memory capabilities and computing power. The leading figure of French robotics, Bruno Maisonnier, is engaged in the challenge of developing an AI operating like a brain, using very little energy and data, while also being capable of justifying decisions. Would this be an AI with self-learning capabilities?