{"title":"自私的模因和无私的代理人——交换店里的利他主义","authors":"David Hales","doi":"10.1109/ICMAS.1998.699248","DOIUrl":null,"url":null,"abstract":"A memetic approach is applied to a resource sharing scenario. Agents are represented as cells on a grid applying simple cultural learning rules which selectively replicate and repel memes from neighbours. The memes represent culturally learned traits but also influence resource sharing behaviours. In the experiments presented, multiple cultural groupings which become altruistic towards \"in-group\" members emerge via a form of group selection. It is demonstrated that such methods can produce more optimal societies than conventional evolutionary methods in given situations. The memetic approach is inherently distributed and dynamic, offering the possibility of application to areas such as collective robotics and software agent co-ordination.","PeriodicalId":244857,"journal":{"name":"Proceedings International Conference on Multi Agent Systems (Cat. No.98EX160)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1998-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":"{\"title\":\"Selfish memes and selfless agents-altruism in the swap shop\",\"authors\":\"David Hales\",\"doi\":\"10.1109/ICMAS.1998.699248\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A memetic approach is applied to a resource sharing scenario. Agents are represented as cells on a grid applying simple cultural learning rules which selectively replicate and repel memes from neighbours. The memes represent culturally learned traits but also influence resource sharing behaviours. In the experiments presented, multiple cultural groupings which become altruistic towards \\\"in-group\\\" members emerge via a form of group selection. It is demonstrated that such methods can produce more optimal societies than conventional evolutionary methods in given situations. The memetic approach is inherently distributed and dynamic, offering the possibility of application to areas such as collective robotics and software agent co-ordination.\",\"PeriodicalId\":244857,\"journal\":{\"name\":\"Proceedings International Conference on Multi Agent Systems (Cat. No.98EX160)\",\"volume\":\"38 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1998-07-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"14\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings International Conference on Multi Agent Systems (Cat. No.98EX160)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMAS.1998.699248\",\"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 International Conference on Multi Agent Systems (Cat. No.98EX160)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMAS.1998.699248","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Selfish memes and selfless agents-altruism in the swap shop
A memetic approach is applied to a resource sharing scenario. Agents are represented as cells on a grid applying simple cultural learning rules which selectively replicate and repel memes from neighbours. The memes represent culturally learned traits but also influence resource sharing behaviours. In the experiments presented, multiple cultural groupings which become altruistic towards "in-group" members emerge via a form of group selection. It is demonstrated that such methods can produce more optimal societies than conventional evolutionary methods in given situations. The memetic approach is inherently distributed and dynamic, offering the possibility of application to areas such as collective robotics and software agent co-ordination.