This paper proposes a procedural content generator which evolves Minecraft buildings according to an open-ended and intrinsic definition of novelty. To realize this goal we evaluate individuals' novelty in the latent space using 3D autoencoder, alternate between phases exploration transformation. During system multiple populations CPPNs through CPPN-NEAT constrained search (defined by current a...