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Computer Games

7th Workshop, CGW 2018, Held in Conjunction with the 27th International Conference on Artificial Intelligence, IJCAI 2018, Stockholm, Sweden, July 13, 2018, Revised Selected Papers

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Tristan Cazenave

    1. LAMSADE, Université Paris-Dauphine, Paris, France

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    You can also search for this editor in PubMed   Google Scholar

  2. Abdallah Saffidine

    1. University of New South Wales, Sydney, Australia

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    You can also search for this editor in PubMed   Google Scholar

  3. Nathan Sturtevant

    1. University of Alberta, Edmonton, Canada

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1017)

Included in the following conference series:

Conference proceedings info: CGW 2018.

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Table of contents (8 papers)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Video Games

    1. Front Matter

      Pages 1-1
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    2. Towards Embodied StarCraft II Winner Prediction

      • Vanessa Volz, Mike Preuss, Mathias Kirk Bonde
      Pages 3-22

    3. MOBA-Slice: A Time Slice Based Evaluation Framework of Relative Advantage Between Teams in MOBA Games

      • Lijun Yu, Dawei Zhang, Xiangqun Chen, Xing Xie
      Pages 23-40

    4. TextWorld: A Learning Environment for Text-Based Games

      • Marc-Alexandre Côté, Ákos Kádár, Xingdi Yuan, Ben Kybartas, Tavian Barnes, Emery Fine et al.
      Pages 41-75

  3. General Game Playing

    1. Front Matter

      Pages 77-77
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    2. Statistical GGP Game Decomposition

      • Aline Hufschmitt, Jean-Noël Vittaut, Nicolas Jouandeau
      Pages 79-97

    3. Iterative Tree Search in General Game Playing with Incomplete Information

      • Armin Chitizadeh, Michael Thielscher
      Pages 98-115

  4. Machine Learning and Monte Carlo Tree Search

    1. Front Matter

      Pages 117-117
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    2. Spatial Average Pooling for Computer Go

      • Tristan Cazenave
      Pages 119-126

    3. Analyzing the Impact of Knowledge and Search in Monte Carlo Tree Search in Go

      • Farhad Haqiqat, Martin Müller
      Pages 127-146

    4. What’s in a Game? The Effect of Game Complexity on Deep Reinforcement Learning

      • Erdem Emekligil, Ethem Alpaydın
      Pages 147-163

  5. Back Matter

    Pages 165-165
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  1. Computer Games

Keywords

About this book

This book constitutes revised selected papers from the 7th Workshop on Computer Games, CGW 2018, held in conjunction with the 27th International Conference on Artificial Intelligence, IJCAI 2018 in Stockholm, Sweden, in July 2018.

The 8 full papers presented in this volume were carefully reviewed and selected from 15 submissions. They cover a wide range of topics related to video games; general game playing.- machine learning and Monte Carlo tree search.

Editors and Affiliations

  • LAMSADE, Université Paris-Dauphine, Paris, France

    Tristan Cazenave

  • University of New South Wales, Sydney, Australia

    Abdallah Saffidine

  • University of Alberta, Edmonton, Canada

    Nathan Sturtevant

Bibliographic Information

  • Book Title: Computer Games

  • Book Subtitle: 7th Workshop, CGW 2018, Held in Conjunction with the 27th International Conference on Artificial Intelligence, IJCAI 2018, Stockholm, Sweden, July 13, 2018, Revised Selected Papers

  • Editors: Tristan Cazenave, Abdallah Saffidine, Nathan Sturtevant

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-030-24337-1

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Softcover ISBN: 978-3-030-24336-4Published: 29 June 2019

  • eBook ISBN: 978-3-030-24337-1Published: 28 June 2019

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XI, 165

  • Number of Illustrations: 73 b/w illustrations, 38 illustrations in colour

  • Topics: Artificial Intelligence, Computer Graphics, Image Processing and Computer Vision

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