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Design of Experiments for Reinforcement Learning
This thesis takes an empirical approach to understanding of the behavior and interactions between the two main components of reinforcement learning: the learning algorithm and the functional representation of learned knowledge. The author approaches these entities using design of experiments not commonly employed to study machine learning methods. The results outlined in this work provide insig…
- Edition
- -
- ISBN/ISSN
- 9783319121970
- Collation
- 196 pages
- Series Title
- -
- Call Number
- 006.3
Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Natur…
This book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as, intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. The book is organized in eight main parts, which contain a group of papers around a similar subjec…
- Edition
- -
- ISBN/ISSN
- 9783319177472
- Collation
- xii, 637 pages
- Series Title
- -
- Call Number
- 006.3
Design of Reconfigurable Logic Controllers
This book presents the original concepts and modern techniques for specification, synthesis, optimisation and implementation of parallel logical control devices. It deals with essential problems of reconfigurable control systems like dependability, modularity and portability. Reconfigurable systems require a wider variety of design and verification options than the application-specific integrat…
- Edition
- -
- ISBN/ISSN
- 9783319267258
- Collation
- VIII, 185 pages 76 illustrations, 63 illustrations in color.
- Series Title
- -
- Call Number
- 006.3
Anticipation: Learning from the Past: The Russian/Soviet Contributions to the…
This volume presents the work of leading scientists from Russia, Georgia, Estonia, Lithuania, Israel and the USA, revealing major insights long unknown to the scientific community. Without any doubt their work will provide a springboard for further research in anticipation. Until recently, Robert Rosen (Anticipatory Systems) and Mihai Nadin (MIND – Anticipation and Chaos) were deemed forerunn…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-19446-2
- Collation
- X, 520
- Series Title
- Cognitive Systems Monographs
- Call Number
- 006.3 ANT a
Anticipation Across Disciplines
Never before was anticipation more relevant to the life and activity of humankind than it is today. “It is no overstatement to suggest that humanity’s future will be shaped by its capacity to anticipate….” (Research Agenda for the 21st Century, National Science Foundation). The sciences and the humanities can no longer risk explaining away the complexity and interactivity that lie at th…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-22599-9
- Collation
- IX, 403
- Series Title
- Cognitive Systems Monographs
- Call Number
- 006.3 ANT a
Analysis of Images, Social Networks and Texts: 4th International Conference, …
This book constitutes the proceedings of the Fourth International Conference on Analysis of Images, Social Networks and Texts, AIST 2015, held in Yekaterinburg, Russia, in April 2015. The 24 full and 8 short papers were carefully reviewed and selected from 140 submissions. The papers are organized in topical sections on analysis of images and videos; pattern recognition and machine learning;…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-26123-2
- Collation
- XVIII, 460
- Series Title
- Communications in Computer and Information Science
- Call Number
- 006.3 ANA a
An Introduction to R for Quantitative Economics: Graphing, Simulating and Com…
This book gives an introduction to R to build up graphing, simulating and computing skills to enable one to see theoretical and statistical models in economics in a unified way. The great advantage of R is that it is free, extremely flexible and extensible. The book addresses the specific needs of economists, and helps them move up the R learning curve. It covers some mathematical topics such a…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-81-322-2340-5
- Collation
- XV, 109
- Series Title
- SpringerBriefs in Economics
- Call Number
- 006.3 DAY i
An Introduction to Machine Learning
This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, neural networks, and support vector machines. Lat…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-20010-1
- Collation
- XIII, 291
- Series Title
- -
- Call Number
- 006.3 KUB i
Integration of AI and OR Techniques in Constraint Programming 12th Internati…
This book constitutes the proceedings of the 12th International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2015, held in Barcelona, Spain, in May 2015. The 29 papers presented together with 8 short papers in this volume were carefully reviewed and selected from 90 submissions. The purpose of the confere…
- Edition
- -
- ISBN/ISSN
- 978-3-319-18008-3
- Collation
- -
- Series Title
- -
- Call Number
- -
Pattern Recognition and Machine Intelligence, 6th International Conference, P…
Dengan senang hati kami mempersembahkan prosiding Konferensi Iberia ke-7 tentang Pengenalan Pola dan Analisis Citra, IbPRIA 2015. Konferensi ini diadakan di Santiago de Compostela, Spanyol, mengikuti jejak pertemuan sukses sebelumnya di Andraxt (2003), Estoril (2005), Girona (2007), Pó Voa de Varzim (2009), Las Palmas de Gran Canaria (2011), dan Madeira (2013). IbPRIA merupakan konferensi inte…
- Edition
- Vol. 9124
- ISBN/ISSN
- 978-3-319-19941-2
- Collation
- -
- Series Title
- Lecture Notes in Computer Science (LNCS)
- Call Number
- T 006.3 KRY p c.1
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