{"title":"基于机器学习方法的细长鱼游泳模拟","authors":"Jian Zhu, Yingyu Hou, Ziqiang Liu","doi":"10.1145/3424978.3425062","DOIUrl":null,"url":null,"abstract":"This paper considers a slender fish swimming without using its tail fin, middle fin or other fins, but waving its body to move. The kinematic and dynamic models of fish are established, by assuming the fish consist of many rigid parts. Slender-body theory is used to calculate the hydrodynamics of fish. The fish is controlled by swinging its body to swim toward a specified target, based on the Actor-Critic method.","PeriodicalId":178822,"journal":{"name":"Proceedings of the 4th International Conference on Computer Science and Application Engineering","volume":"81 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Simulation of a Slender Fish Swimming Based on Machine Learning Method\",\"authors\":\"Jian Zhu, Yingyu Hou, Ziqiang Liu\",\"doi\":\"10.1145/3424978.3425062\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper considers a slender fish swimming without using its tail fin, middle fin or other fins, but waving its body to move. The kinematic and dynamic models of fish are established, by assuming the fish consist of many rigid parts. Slender-body theory is used to calculate the hydrodynamics of fish. The fish is controlled by swinging its body to swim toward a specified target, based on the Actor-Critic method.\",\"PeriodicalId\":178822,\"journal\":{\"name\":\"Proceedings of the 4th International Conference on Computer Science and Application Engineering\",\"volume\":\"81 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 4th International Conference on Computer Science and Application Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3424978.3425062\",\"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 of the 4th International Conference on Computer Science and Application Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3424978.3425062","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Simulation of a Slender Fish Swimming Based on Machine Learning Method
This paper considers a slender fish swimming without using its tail fin, middle fin or other fins, but waving its body to move. The kinematic and dynamic models of fish are established, by assuming the fish consist of many rigid parts. Slender-body theory is used to calculate the hydrodynamics of fish. The fish is controlled by swinging its body to swim toward a specified target, based on the Actor-Critic method.