Tools for Landscape Analysis of Optimisation Problems in Procedural
Content Generation for Games

Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games

16 February 2023

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Papers citing "Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games"

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Title
HPO X ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis Lennart Schneider Lennart Schäpermeier Raphael Patrick Prager B. Bischl Heike Trautmann P. Kerschke 34 11 0 30 Jul 2022
Mario Plays on a Manifold: Generating Functional Content in Latent Space through Differential Geometry Miguel González Duque Rasmus Berg Palm Søren Hauberg S. Risi DiffM 36 6 0 31 May 2022
Benchmarking in Optimization: Best Practice and Open Issues Thomas Bartz-Beielstein Carola Doerr Daan van den Berg Jakob Bossek Sowmya Chandrasekaran ... B. Naujoks Patryk Orzechowski Vanessa Volz Markus Wagner T. Weise 96 112 0 07 Jul 2020
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants Anja Jankovic Carola Doerr 41 38 0 17 Jun 2020
Automated Algorithm Selection: Survey and Perspectives P. Kerschke Holger H. Hoos Frank Neumann Heike Trautmann 48 381 0 28 Nov 2018
Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network Vanessa Volz Jacob Schrum Jialin Liu Simon Lucas Adam M. Smith S. Risi GAN 109 232 0 02 May 2018
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning P. Kerschke Heike Trautmann 75 151 0 24 Nov 2017
Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-Package flacco P. Kerschke 48 101 0 17 Aug 2017
The VGLC: The Video Game Level Corpus A. Summerville Sam Snodgrass Michael Mateas Santiago Ontañón 51 120 0 23 Jun 2016
COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting N. Hansen A. Auger Raymond Ros Olaf Mersmann Tea Tušar D. Brockhoff 60 424 0 29 Mar 2016
CMA-ES with Two-Point Step-Size Adaptation Nikolaus Hansen 114 575 0 02 May 2008