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02/16/2023
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games
The term Procedural Content Generation (PCG) refers to the (semi-)automa...
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06/22/2022
Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications
Automated model selection is often proposed to users to choose which mac...
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06/02/2021
Automating Speedrun Routing: Overview and Vision
Speedrunning in general means to play a video game fast, i.e. using all ...
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11/11/2020
Identifying Properties of Real-World Optimisation Problems through a Questionnaire
Optimisation algorithms are commonly compared on benchmarks to get insig...
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07/07/2020
Benchmarking in Optimization: Best Practice and Open Issues
This survey compiles ideas and recommendations from more than a dozen re...
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07/06/2020
Towards Game-Playing AI Benchmarks via Performance Reporting Standards
While games have been used extensively as milestones to evaluate game-pl...
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04/14/2020
Towards Realistic Optimization Benchmarks: A Questionnaire on the Properties of Real-World Problems
Benchmarks are a useful tool for empirical performance comparisons. Howe...
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01/09/2020
Expected Improvement versus Predicted Value in Surrogate-Based Optimization
Surrogate-based optimization relies on so-called infill criteria (acquis...
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11/01/2016
Surrogate-Assisted Partial Order-based Evolutionary Optimisation
In this paper, we propose a novel approach (SAPEO) to support the surviv...
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03/11/2016