{"title":"Reinforcement learning as a basis for cross domain fusion of heterogeneous data","authors":"Sören Christensen, Sven Tomforde","doi":"10.1007/s00287-022-01468-x","DOIUrl":"https://doi.org/10.1007/s00287-022-01468-x","url":null,"abstract":"<p>We propose to establish a research direction based on Reinforcement Learning in the scope of Cross Domain Fusion. More precisely, we combine the algorithmic approach of evolutionary rule-based Reinforcement Learning with the efficiency and performance of Deep Reinforcement Learning, while simultaneously developing a sound mathematical foundation. A possible scenario is traffic control in urban regions.</p>","PeriodicalId":39769,"journal":{"name":"Informatik-Spektrum","volume":"14 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138503928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Reinforcement learning as a basis for cross domain fusion of heterogeneous data","authors":"Soren Christensen, Sven Tomforde","doi":"10.1007/s00287-022-01487-8","DOIUrl":"https://doi.org/10.1007/s00287-022-01487-8","url":null,"abstract":"","PeriodicalId":39769,"journal":{"name":"Informatik-Spektrum","volume":"22 1","pages":"214 - 217"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90859429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mario Gleirscher, K. Lenk, Jens-Martin Loebel, Tom Petersen, Johannes Wagner
{"title":"Wie geht es dem akademischen Mittelbau?","authors":"Mario Gleirscher, K. Lenk, Jens-Martin Loebel, Tom Petersen, Johannes Wagner","doi":"10.1007/s00287-022-01479-8","DOIUrl":"https://doi.org/10.1007/s00287-022-01479-8","url":null,"abstract":"","PeriodicalId":39769,"journal":{"name":"Informatik-Spektrum","volume":"13 1","pages":"246 - 258"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84505791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Interview mit Prof. Martin Visbeck zur Rolle der Data Sciences in der Ozeandekade","authors":"K. Köser","doi":"10.1007/s00287-022-01477-w","DOIUrl":"https://doi.org/10.1007/s00287-022-01477-w","url":null,"abstract":"","PeriodicalId":39769,"journal":{"name":"Informatik-Spektrum","volume":"14 1","pages":"207 - 210"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88007949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marie Hundsdörfer, Peer Kröger, Annegret Kuhn, Natascha Oppelt, Isabella Peters, Lisa Marie Wiemers
{"title":"Concept maps to enable interdisciplinary research in cross-domain fusion","authors":"Marie Hundsdörfer, Peer Kröger, Annegret Kuhn, Natascha Oppelt, Isabella Peters, Lisa Marie Wiemers","doi":"10.1007/s00287-022-01475-y","DOIUrl":"https://doi.org/10.1007/s00287-022-01475-y","url":null,"abstract":"","PeriodicalId":39769,"journal":{"name":"Informatik-Spektrum","volume":"1226 1","pages":"234 - 239"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77229370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}