Search Results for author: Roberto Gallotta

Found 4 papers, 3 papers with code

Dynamic Quality-Diversity Search

1 code implementation7 Apr 2024 Roberto Gallotta, Antonios Liapis, Georgios N. Yannakakis

Evolutionary search via the quality-diversity (QD) paradigm can discover highly performing solutions in different behavioural niches, showing considerable potential in complex real-world scenarios such as evolutionary robotics.

Large Language Models and Games: A Survey and Roadmap

no code implementations28 Feb 2024 Roberto Gallotta, Graham Todd, Marvin Zammit, Sam Earle, Antonios Liapis, Julian Togelius, Georgios N. Yannakakis

Recent years have seen an explosive increase in research on large language models (LLMs), and accompanying public engagement on the topic.

Preference-Learning Emitters for Mixed-Initiative Quality-Diversity Algorithms

1 code implementation25 Oct 2022 Roberto Gallotta, Kai Arulkumaran, L. B. Soros

In mixed-initiative co-creation tasks, wherein a human and a machine jointly create items, it is important to provide multiple relevant suggestions to the designer.

Surrogate Infeasible Fitness Acquirement FI-2Pop for Procedural Content Generation

1 code implementation12 May 2022 Roberto Gallotta, Kai Arulkumaran, L. B. Soros

When generating content for video games using procedural content generation (PCG), the goal is to create functional assets of high quality.

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