Advances in Computer Games - 14th International Conference, ACG 2015, Leiden, The Netherlands, July 1-3, 2015, Revised Selected Papers

This book constitutes the thoroughly refereed post-conference proceedings of the 14th International Conference on Advances in Computer Games, ACG 2015, held in Leiden, The Netherlands, in July 2015.
The 22 revised full papers presented were carefully reviewed and selected from 34 submissions. The papers cover a wide range of topics such as Monte-Carlo Tree Search and its enhancements;  theoretical aspects and complexity; analysis of game characteristics; search algorithms; and machine learning.

List of contents

Monte-Carlo Tree Search and its enhancements.- Theoretical aspects and complexity.-Analysis of game characteristics.- Search algorithms.- Machine learning.

Summary

This book constitutes the thoroughly refereed post-conference proceedings of the 14th International Conference on Advances in Computer Games, ACG 2015, held in Leiden, The Netherlands, in July 2015.
The 22 revised full papers presented were carefully reviewed and selected from 34 submissions. The papers cover a wide range of topics such as Monte-Carlo Tree Search and its enhancements;  theoretical aspects and complexity; analysis of game characteristics; search algorithms; and machine learning.

Product details

• Assisted by: Jaap van den Herik (Editor), Jaap van der Herik (Editor), Walter Kosters (Editor), Aske Plaat (Editor), Jaa van den Herik (Editor), Jaap van den Herik (Editor), Jaap van der Herik (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2015
• EAN: 9783319279916
• ISBN: 978-3-31-927991-6
• No. of pages: 261
• Dimensions: 167 mm x 235 mm x 237 mm
• Weight: 435 g
• Illustrations: XX, 261 p. 128 illus. in color.
• Series: Lecture Notes in Computer Science; Theoretical Computer Science and General Issues; Lecture Notes in Computer Science; Theoretical Computer Science and General Issues
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; C, Künstliche Intelligenz, Software Engineering, Algorithms, Artificial Intelligence, Diskrete Mathematik, Theoretische Informatik, Mathematik für Informatiker, computer science, Realtime, Random Walk, Theory of Computation, Discrete Mathematics in Computer Science, Discrete Mathematics, Computers, Computer science—Mathematics, Maths for computer scientists, Algorithm Analysis and Problem Complexity, Computation by Abstract Devices, Transfer Learning, search methodologies, parallel search, markov decision process, inductive logic programming