Kristen K. Yu, Matthew J. Guzdial, Nathan R Sturtevant
{"title":"《FarmQuest: AI Director电子游戏测试平台","authors":"Kristen K. Yu, Matthew J. Guzdial, Nathan R Sturtevant","doi":"10.1609/aiide.v18i1.21977","DOIUrl":null,"url":null,"abstract":"In AI director research, it is not straightforward for researchers to understand how each algorithm affects the player experience. This demo introduces PWR, which is a new fully developed video game test bed to evaluate AI directors. This demo includes 3 different AI director algorithms in order to help researchers improve their intuition for understanding the differences between potential algorithms, and also provides insight on the framework required to author a new AI director. This test bed can support future AI director research by allowing for direct comparisons of new algorithms.","PeriodicalId":92576,"journal":{"name":"Proceedings. AAAI Artificial Intelligence and Interactive Digital Entertainment Conference","volume":"55 1","pages":"288-290"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"FarmQuest: A Demonstration of an AI Director Video Game Test Bed\",\"authors\":\"Kristen K. Yu, Matthew J. Guzdial, Nathan R Sturtevant\",\"doi\":\"10.1609/aiide.v18i1.21977\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In AI director research, it is not straightforward for researchers to understand how each algorithm affects the player experience. This demo introduces PWR, which is a new fully developed video game test bed to evaluate AI directors. This demo includes 3 different AI director algorithms in order to help researchers improve their intuition for understanding the differences between potential algorithms, and also provides insight on the framework required to author a new AI director. This test bed can support future AI director research by allowing for direct comparisons of new algorithms.\",\"PeriodicalId\":92576,\"journal\":{\"name\":\"Proceedings. AAAI Artificial Intelligence and Interactive Digital Entertainment Conference\",\"volume\":\"55 1\",\"pages\":\"288-290\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings. AAAI Artificial Intelligence and Interactive Digital Entertainment Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1609/aiide.v18i1.21977\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. AAAI Artificial Intelligence and Interactive Digital Entertainment Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1609/aiide.v18i1.21977","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
FarmQuest: A Demonstration of an AI Director Video Game Test Bed
In AI director research, it is not straightforward for researchers to understand how each algorithm affects the player experience. This demo introduces PWR, which is a new fully developed video game test bed to evaluate AI directors. This demo includes 3 different AI director algorithms in order to help researchers improve their intuition for understanding the differences between potential algorithms, and also provides insight on the framework required to author a new AI director. This test bed can support future AI director research by allowing for direct comparisons of new algorithms.