Advances in Computer Games

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

Aske Plaat, Jaap Van Den Herik, Walter Kosters (Herausgeber)

Buch | Softcover

XX, 261 Seiten

2015 | 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-27991-6 (ISBN)

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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.

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

Erscheinungsdatum	08.10.2016
Reihe/Serie	Lecture Notes in Computer Science
Reihe/Serie	Theoretical Computer Science and General Issues
Zusatzinfo	XX, 261 p. 128 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	Algorithm analysis and problem complexity • Artificial Intelligence • combinatorial game • Complexity • Distributed Computing • evaluation function • game tree search • general game playing • heuristic function construction • Inductive Logic Programming • machine learning • Markov decision process • Optimization • Parallel Search • Planning and Scheduling • Random Walk • Realtime • Reinforcement Learning • Search Methodologies • supervised learning • transfer learning
ISBN-10	3-319-27991-2 / 3319279912
ISBN-13	978-3-319-27991-6 / 9783319279916
Zustand	Neuware