Promptbreeder evolves both task prompts and the mutation prompts that improve them using LLMs, outperforming Chain-of-Thought and Plan-and-Solve on arithmetic and commonsense reasoning benchmarks.
González-Duque, R
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New Point-Line and Spatial-Layout map representations enable MAP-Elites to produce FPS maps with higher diversity and quality than prior All-Black and Grid-Graph methods.
citing papers explorer
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Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
Promptbreeder evolves both task prompts and the mutation prompts that improve them using LLMs, outperforming Chain-of-Thought and Plan-and-Solve on arithmetic and commonsense reasoning benchmarks.
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Procedural Generation of First Person Shooter Maps using Map-Elites
New Point-Line and Spatial-Layout map representations enable MAP-Elites to produce FPS maps with higher diversity and quality than prior All-Black and Grid-Graph methods.