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Author : Andrew K. McCallum
Release : 2008
Genre : Machine learning
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis Proceedings, Twenty-fifth International Conference on Machine Learning by : Andrew K. McCallum
Download or read book Proceedings, Twenty-fifth International Conference on Machine Learning written by Andrew K. McCallum. This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt:
Author : William Cohen
Release : 2008
Genre : Machine learning
Kind : eBook
Book Rating : 054/5 ( reviews)
Book Synopsis [email protected] : proceedings of the twenty-fifth International Conference on Machine Learning, (ICML 2008), 5-9 Juli 2008 by : William Cohen
Download or read book [email protected] : proceedings of the twenty-fifth International Conference on Machine Learning, (ICML 2008), 5-9 Juli 2008 written by William Cohen. This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Marco Wiering
Release : 2012-03-05
Genre : Technology & Engineering
Kind : eBook
Book Rating : 458/5 ( reviews)
Book Synopsis Reinforcement Learning by : Marco Wiering
Download or read book Reinforcement Learning written by Marco Wiering. This book was released on 2012-03-05. Available in PDF, EPUB and Kindle. Book excerpt: Reinforcement learning encompasses both a science of adaptive behavior of rational beings in uncertain environments and a computational methodology for finding optimal behaviors for challenging problems in control, optimization and adaptive behavior of intelligent agents. As a field, reinforcement learning has progressed tremendously in the past decade. The main goal of this book is to present an up-to-date series of survey articles on the main contemporary sub-fields of reinforcement learning. This includes surveys on partially observable environments, hierarchical task decompositions, relational knowledge representation and predictive state representations. Furthermore, topics such as transfer, evolutionary methods and continuous spaces in reinforcement learning are surveyed. In addition, several chapters review reinforcement learning methods in robotics, in games, and in computational neuroscience. In total seventeen different subfields are presented by mostly young experts in those areas, and together they truly represent a state-of-the-art of current reinforcement learning research. Marco Wiering works at the artificial intelligence department of the University of Groningen in the Netherlands. He has published extensively on various reinforcement learning topics. Martijn van Otterlo works in the cognitive artificial intelligence group at the Radboud University Nijmegen in The Netherlands. He has mainly focused on expressive knowledge representation in reinforcement learning settings.
Author : International Conference on Machine Learning (5, 1988, Ann Arbor, Mich.)
Release : 1988
Genre : Machine learning
Kind : eBook
Book Rating : 644/5 ( reviews)
Book Synopsis Proceedings of the Fifth International Conference on Machine Learning by : International Conference on Machine Learning (5, 1988, Ann Arbor, Mich.)
Download or read book Proceedings of the Fifth International Conference on Machine Learning written by International Conference on Machine Learning (5, 1988, Ann Arbor, Mich.). This book was released on 1988. Available in PDF, EPUB and Kindle. Book excerpt:
Author : G. De Giacomo
Release : 2020-09-11
Genre : Computers
Kind : eBook
Book Rating : 01X/5 ( reviews)
Book Synopsis ECAI 2020 by : G. De Giacomo
Download or read book ECAI 2020 written by G. De Giacomo. This book was released on 2020-09-11. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), held in Santiago de Compostela, Spain, from 29 August to 8 September 2020. The conference was postponed from June, and much of it conducted online due to the COVID-19 restrictions. The conference is one of the principal occasions for researchers and practitioners of AI to meet and discuss the latest trends and challenges in all fields of AI and to demonstrate innovative applications and uses of advanced AI technology. The book also includes the proceedings of the 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) held at the same time. A record number of more than 1,700 submissions was received for ECAI 2020, of which 1,443 were reviewed. Of these, 361 full-papers and 36 highlight papers were accepted (an acceptance rate of 25% for full-papers and 45% for highlight papers). The book is divided into three sections: ECAI full papers; ECAI highlight papers; and PAIS papers. The topics of these papers cover all aspects of AI, including Agent-based and Multi-agent Systems; Computational Intelligence; Constraints and Satisfiability; Games and Virtual Environments; Heuristic Search; Human Aspects in AI; Information Retrieval and Filtering; Knowledge Representation and Reasoning; Machine Learning; Multidisciplinary Topics and Applications; Natural Language Processing; Planning and Scheduling; Robotics; Safe, Explainable, and Trustworthy AI; Semantic Technologies; Uncertainty in AI; and Vision. The book will be of interest to all those whose work involves the use of AI technology.
