{"title":"Adaptive Dynamic Programming in the Hamiltonian-Driven Framework","authors":"Yongliang Yang, D. Wunsch, Yixin Yin","doi":"10.1007/978-3-030-60990-0_7","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_7","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"144 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121876713","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}
Aris Kanellopoulos, K. Vamvoudakis, V. Gupta, P. Antsaklis
{"title":"Dissipativity-Based Verification for Autonomous Systems in Adversarial Environments","authors":"Aris Kanellopoulos, K. Vamvoudakis, V. Gupta, P. Antsaklis","doi":"10.1007/978-3-030-60990-0_10","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_10","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132947446","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}
Nick-Marios T. Kokolakis, Aris Kanellopoulos, K. Vamvoudakis
{"title":"Bounded Rationality in Differential Games: A Reinforcement Learning-Based Approach","authors":"Nick-Marios T. Kokolakis, Aris Kanellopoulos, K. Vamvoudakis","doi":"10.1007/978-3-030-60990-0_16","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_16","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"2014 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133032672","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":"Trading Utility and Uncertainty: Applying the Value of Information to Resolve the Exploration–Exploitation Dilemma in Reinforcement Learning","authors":"I. Sledge, J. Príncipe","doi":"10.1007/978-3-030-60990-0_19","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_19","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131131956","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":"Bounded Rationality in Learning, Perception, Decision-Making, and Stochastic Games","authors":"P. Tsiotras","doi":"10.1007/978-3-030-60990-0_17","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_17","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131491174","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":"What May Lie Ahead in Reinforcement Learning","authors":"D. Cansever","doi":"10.1007/978-3-030-60990-0_1","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_1","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131741520","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":"Fundamental Design Principles for Reinforcement Learning Algorithms","authors":"Adithya M. Devraj, A. Bušić, Sean P. Meyn","doi":"10.1007/978-3-030-60990-0_4","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_4","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132120519","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":"Decision-Making for Complex Systems Subjected to Uncertainties—A Probability Density Function Control Approach","authors":"Aiping Wang, Hong Wang","doi":"10.1007/978-3-030-60990-0_23","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_23","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115309133","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: An Industrial Perspective","authors":"A. Surana","doi":"10.1007/978-3-030-60990-0_21","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_21","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127001324","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}
Max L. Greene, Patryk Deptula, R. Kamalapurkar, W. Dixon
{"title":"Mixed Density Methods for Approximate Dynamic Programming","authors":"Max L. Greene, Patryk Deptula, R. Kamalapurkar, W. Dixon","doi":"10.1007/978-3-030-60990-0_5","DOIUrl":"https://doi.org/10.1007/978-3-030-60990-0_5","url":null,"abstract":"","PeriodicalId":183321,"journal":{"name":"Handbook of Reinforcement Learning and Control","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116030933","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}