Pub Date : 2011-09-09DOI: 10.1007/978-3-642-29946-9_11
C. Elkan
{"title":"Reinforcement Learning with a Bilinear Q Function","authors":"C. Elkan","doi":"10.1007/978-3-642-29946-9_11","DOIUrl":"https://doi.org/10.1007/978-3-642-29946-9_11","url":null,"abstract":"","PeriodicalId":432284,"journal":{"name":"European Workshop on Reinforcement Learning","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130093941","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}
Pub Date : 2011-09-09DOI: 10.1007/978-3-642-29946-9_13
Matthew W. Hoffman, A. Lazaric, M. Ghavamzadeh, R. Munos
{"title":"Regularized Least Squares Temporal Difference Learning with Nested ℓ2 and ℓ1 Penalization","authors":"Matthew W. Hoffman, A. Lazaric, M. Ghavamzadeh, R. Munos","doi":"10.1007/978-3-642-29946-9_13","DOIUrl":"https://doi.org/10.1007/978-3-642-29946-9_13","url":null,"abstract":"","PeriodicalId":432284,"journal":{"name":"European Workshop on Reinforcement Learning","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128565955","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}
Pub Date : 2011-09-09DOI: 10.1007/978-3-642-29946-9_6
S. W. Ong, Y. Grinberg, Joelle Pineau
{"title":"Goal-Directed Online Learning of Predictive Models","authors":"S. W. Ong, Y. Grinberg, Joelle Pineau","doi":"10.1007/978-3-642-29946-9_6","DOIUrl":"https://doi.org/10.1007/978-3-642-29946-9_6","url":null,"abstract":"","PeriodicalId":432284,"journal":{"name":"European Workshop on Reinforcement Learning","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133944276","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}
Pub Date : 2011-09-09DOI: 10.1007/978-3-642-29946-9_31
Tohgoroh Matsui, Takashi Goto, K. Izumi, Yu Chen
{"title":"Compound Reinforcement Learning: Theory and an Application to Finance","authors":"Tohgoroh Matsui, Takashi Goto, K. Izumi, Yu Chen","doi":"10.1007/978-3-642-29946-9_31","DOIUrl":"https://doi.org/10.1007/978-3-642-29946-9_31","url":null,"abstract":"","PeriodicalId":432284,"journal":{"name":"European Workshop on Reinforcement Learning","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114628027","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}
Pub Date : 2011-09-09DOI: 10.1007/978-3-642-29946-9_26
I. Lambrou, Vassilis Vassiliades, C. Christodoulou
{"title":"An Extension of a Hierarchical Reinforcement Learning Algorithm for Multiagent Settings","authors":"I. Lambrou, Vassilis Vassiliades, C. Christodoulou","doi":"10.1007/978-3-642-29946-9_26","DOIUrl":"https://doi.org/10.1007/978-3-642-29946-9_26","url":null,"abstract":"","PeriodicalId":432284,"journal":{"name":"European Workshop on Reinforcement Learning","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114903024","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}
Pub Date : 2008-11-27DOI: 10.1007/978-3-540-89722-4_1
Boris Defourny, D. Ernst, L. Wehenkel
{"title":"Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees","authors":"Boris Defourny, D. Ernst, L. Wehenkel","doi":"10.1007/978-3-540-89722-4_1","DOIUrl":"https://doi.org/10.1007/978-3-540-89722-4_1","url":null,"abstract":"","PeriodicalId":432284,"journal":{"name":"European Workshop on Reinforcement Learning","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125727655","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}
Pub Date : 2008-11-27DOI: 10.1007/978-3-540-89722-4_9
Sertan Girgin, P. Preux
{"title":"Basis Expansion in Natural Actor Critic Methods","authors":"Sertan Girgin, P. Preux","doi":"10.1007/978-3-540-89722-4_9","DOIUrl":"https://doi.org/10.1007/978-3-540-89722-4_9","url":null,"abstract":"","PeriodicalId":432284,"journal":{"name":"European Workshop on Reinforcement Learning","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131499240","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}