Co-Evolving Line Drawings with Hierarchical Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{DBLP:conf/acalci/VickersSB17,

• author = "Darwin Vickers and Jacob Soderlund and Alan Blair",
• title = "Co-Evolving Line Drawings with Hierarchical Evolution",
• booktitle = "Third Australasian Conference on Artificial Life and Computational Intelligence, ACALCI 2017",
• year = "2017",
• editor = "Markus Wagner and Xiaodong Li and Tim Hendtlass",
• series = "Lecture Notes in Computer Science",
• volume = "10142",
• pages = "39--49",
• address = "Geelong, Victoria, Australia",
• month = jan # " 31 - " # feb # " 2",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, HERCL, Artist-critic coevolution, Artificial creativity, Adversarial training",
• timestamp = "Thu, 14 Jan 2021 17:33:16 +0100",
• biburl = "https://dblp.org/rec/conf/acalci/VickersSB17.bib",
• bibsource = "dblp computer science bibliography, https://dblp.org",
• URL = "https://www.cse.unsw.edu.au/~blair/pubs/2017VickersSoderlundBlairACALCI.pdf",
• URL = "https://doi.org/10.1007/978-3-319-51691-2_4",
• DOI = "doi:10.1007/978-3-319-51691-2_4",
• size = "11 pages",
• abstract = "We use an adversarial approach inspired by biological coevolution to generate complex line drawings without human guidance. Artificial artists and critics work against each other in an iterative competitive framework, forcing each to become increasingly sophisticated to outplay the other. Both the artists and critics are implemented in hercl, a framework combining linear and stack-based Genetic Programming, which is well suited to coevolution because the number of competing agents is kept small while still preserving diversity. The aesthetic quality of the resulting images arises from the ability of the evolved hercl programs, making judicious use of register adjustments and loops, to produce repeated substructures with subtle variations, in the spirit of low-complexity art.",

}

Genetic Programming entries for Darwin Vickers Jacob Nils Zwi Soderlund Alan Blair

Citations