Part I, Visual Arts -- Artificial Life and Artifcial Intelligence Advances in the Visual Arts -- Aesthetics, Artificial Intelligence, and Search-Based Art -- Applicability of Convolutional Neural Network Artistic Style Transfer Algorithms -- Part II, Music -- Artificial Musical Intelligence: Computational Creativity in a Closed Cognitive World -- Evolutionary Music, Deep Learning and Conceptual Blending: Enhancing User Involvement in Generative Music Systems -- Representation Learning for the Arts: A Case Study Using Variational Autoencoders for Drum Loops -- Part III, 3D -- Case Studies in Computer Graphics and AI -- Setting the Stage for 3D Compositing with Machine Learning -- Part IV, Other Art Forms -- Computational Models of Narrative Creativity -- Learning from Responses to Automated Videogame Design -- Artificial Intelligence for Designing Games -- Part V, Artistic Perspectives -- Bees Select Flowers, Humans Select Images: New Designs for Open-Ended Interactive Evolutionary Computation Inspired by Pollination Ecology -- Breaking the Black Box: Procedural Reading, Creation of Meaning, and Closure in Computational Artworks -- Organism-Machine Hybrids.