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Artificial Intelligence and the Arts: Computational Creativity, Artistic Behavior, and Tools for Cre


Artificial Intelligence and the Arts: Computational Creativity, Artistic Behavior, and Tools for Cre
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Beschreibung

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.

Eigenschaften

Breite: 155
Höhe: 235
Seiten: 382
Sprachen: Englisch
Autor: Gary Greenfield, Juan Romero, Penousal Machado

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