Juhyoung Lee, Sangyeob Kim, Jihoon Kim, Sangjin Kim, Wooyoung Jo, Donghyeon Han, H. Yoo
{"title":"OmniDRL: An Energy-Efficient Mobile Deep Reinforcement Learning Accelerators with Dual-mode Weight Compression and Direct Processing of Compressed Data","authors":"Juhyoung Lee, Sangyeob Kim, Jihoon Kim, Sangjin Kim, Wooyoung Jo, Donghyeon Han, H. Yoo","doi":"10.1109/HCS52781.2021.9567123","DOIUrl":null,"url":null,"abstract":"Deep Reinforcement Learning (DRL)▪ No Pre-labelled Data ➔ Training with Trial-and-errors!– Sequential decision making problems @ Unknown environments– Applications: gaming agent, autonomous systems, agent adaptation","PeriodicalId":246531,"journal":{"name":"2021 IEEE Hot Chips 33 Symposium (HCS)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Hot Chips 33 Symposium (HCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/HCS52781.2021.9567123","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
OmniDRL: An Energy-Efficient Mobile Deep Reinforcement Learning Accelerators with Dual-mode Weight Compression and Direct Processing of Compressed Data
Deep Reinforcement Learning (DRL)▪ No Pre-labelled Data ➔ Training with Trial-and-errors!– Sequential decision making problems @ Unknown environments– Applications: gaming agent, autonomous systems, agent adaptation
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
