This paper presents the first ChatGPT4PCG Competition at the 2023 IEEE Conference on Games. The objective of this competition is for participants to create effective prompts for ChatGPT--enabling it to generate Science Birds levels with high stability and character-like qualities--fully using their creativity as well as prompt engineering skills. ChatGPT is a conversational agent developed by OpenAI. Science Birds is selected as the competition platform because designing an Angry Birds-like level is not a trivial task due to the in-game gravity; the quality of the levels is determined by their stability. To lower the entry barrier to the competition, we limit the task to the generation of capitalized English alphabetical characters. We also allow only a single prompt to be used for generating all the characters. Here, the quality of the generated levels is determined by their stability and similarity to the given characters. A sample prompt is provided to participants for their reference. An experiment is conducted to determine the effectiveness of several modified versions of this sample prompt on level stability and similarity by testing them on several characters. To the best of our knowledge, we believe that ChatGPT4PCG is the first competition of its kind and hope to inspire enthusiasm for prompt engineering in procedural content generation.
翻译:本文介绍了2023年IEEE游戏大会上举办的首届ChatGPT4PCG竞赛。该竞赛的目标是让参赛者完全发挥创造力与提示工程技能,为ChatGPT设计有效提示,使其能够生成具有高稳定性和类字符特征的Science Birds关卡。ChatGPT是由OpenAI开发的对话代理。选择Science Birds作为竞赛平台,是因为受游戏内重力影响,设计类愤怒的小鸟关卡并非易事,关卡质量由其稳定性决定。为降低参赛门槛,我们将任务限定为生成大写英文字母字符,并限制仅使用单一提示生成所有字符。生成的关卡质量由其稳定性及与给定字符的相似度决定。我们向参赛者提供了示例提示作为参考。通过实验,我们在多个字符上测试了该示例提示的若干修改版本对关卡稳定性和相似度的影响。据我们所知,ChatGPT4PCG是该领域首个此类竞赛,期望能激发程序化内容生成领域对提示工程的热情。