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Hierarchical reinforcement learning as creative problem solving
Although creativity is studied from philosophy to cognitive robotics, a definition has proven
elusive. We argue for emphasizing the creative process (the cognition of the creative agent) …
elusive. We argue for emphasizing the creative process (the cognition of the creative agent) …
Automatic difficulty management and testing in games using a framework based on behavior trees and genetic algorithms
C Paduraru, M Paduraru - 2019 24th International Conference …, 2019 - ieeexplore.ieee.org
The diversity of agent behaviors is an important topic for the quality of video games and
virtual environments in general. Offering the most compelling experience for users with …
virtual environments in general. Offering the most compelling experience for users with …
Towards a taxonomy for the clarification of PCG actors' roles
R Craveirinha, N Barreto, L Roque - … of the 2016 annual symposium on …, 2016 - dl.acm.org
This work proposes a novel classification system that clarifies the multiple role
configurations in the context of video-game design production involving use of Procedural …
configurations in the context of video-game design production involving use of Procedural …
Restarting and recentering genetic algorithm variations for DNA fragment assembly: The necessity of a multi-strategy approach
JA Hughes, S Houghten, D Ashlock - Biosystems, 2016 - Elsevier
DNA Fragment assembly–an NP-Hard problem–is one of the major steps in of DNA
sequencing. Multiple strategies have been used for this problem, including greedy graph …
sequencing. Multiple strategies have been used for this problem, including greedy graph …
Fitness in evolutionary art and music: a taxonomy and future prospects
CG Johnson - International Journal of Arts and Technology, 2016 - inderscienceonline.com
This paper is concerned with the idea of fitness in art and music systems that are based on
evolutionary computation. A taxonomy is presented of the ways in which fitness is used in …
evolutionary computation. A taxonomy is presented of the ways in which fitness is used in …
Invigorative Art: Can a Computer Program Be Creative?
M Ryngier, U Boryczka - Asian Conference on Intelligent Information and …, 2024 - Springer
The article deals with the creation of evolutionary art by means of an evolutionary algorithm
in which the initial population is constituted by appropriately encoded Bézier curves. For the …
in which the initial population is constituted by appropriately encoded Bézier curves. For the …
Aesthetics, artificial intelligence, and search-based art
Why do people exhibit particular behaviour towards a class of objects called artworks? That
is the topic of study in aesthetics. This paper explores how various theories of aesthetics can …
is the topic of study in aesthetics. This paper explores how various theories of aesthetics can …
Guest editorial: special issue on biologically inspired music, sound, art and design
The idea of using evolutionary computation for artistic purposes can be traced back to
Dawkins. In his 1987 book, The Blind Watchmaker [1], Dawkins presents a program that …
Dawkins. In his 1987 book, The Blind Watchmaker [1], Dawkins presents a program that …
Genetic programming with genetic regulatory networks: Genetic programming
Evolutionary Algorithms (EA) approach differently from nature the genotype-phenotype
relationship, and this view is a recurrent issue among researchers. Recently, some …
relationship, and this view is a recurrent issue among researchers. Recently, some …
[PDF][PDF] Autonomous evolutionary art
E den Heijer - 2013 - research.vu.nl
Evolutionary Art is a relatively new, exciting field of research that combines methods from
Evolutionary Computation (EC) with the creation of aesthetically pleasing images. The field …
Evolutionary Computation (EC) with the creation of aesthetically pleasing images. The field …