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Computer Games

5th Workshop on Computer Games, CGW 2016, and 5th Workshop on General Intelligence in Game-Playing Agents, GIGA 2016, Held in Conjunction with the 25th International Conference on Artificial Intelligence, IJCAI 2016, New York, USA, July 9-10, 2016, Revised Selected Papers

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Tristan Cazenave

    1. LAMSADE, Université Paris-Dauphine, Paris Cedex 16, France

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  2. Mark H.M. Winands

    1. Department of Data Science and Knowledge Engineering, Maastricht University, Maastricht, The Netherlands

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  3. Stefan Edelkamp

    1. Institute for Artificial Intelligence, Universität Bremen, TAB, Bremen, Germany

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  4. Stephan Schiffel

    1. Reykjavik University, Reykjavik, Iceland

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  5. Michael Thielscher

    1. The University of New South Wales, Sydney, Australia

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  6. Julian Togelius

    1. Department of Computer Science and Engineering, New York University, Brooklyn, USA

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 705)

Included in the following conference series:

Conference proceedings info: CGW 2016, GIGA 2016.

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Table of contents (12 papers)

  1. Front Matter

    Pages I-XII
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  2. Computer Games Workshop 2016

    1. Front Matter

      Pages 1-1
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    2. NeuroHex: A Deep Q-learning Hex Agent

      • Kenny Young, Gautham Vasan, Ryan Hayward
      Pages 3-18

    3. Deep or Wide? Learning Policy and Value Neural Networks for Combinatorial Games

      • Stefan Edelkamp
      Pages 19-33

    4. Integrating Factorization Ranked Features in MCTS: An Experimental Study

      • Chenjun Xiao, Martin Müller
      Pages 34-43

    5. Nested Rollout Policy Adaptation with Selective Policies

      • Tristan Cazenave
      Pages 44-56

    6. A Rollout-Based Search Algorithm Unifying MCTS and Alpha-Beta

      • Hendrik Baier
      Pages 57-70

    7. Learning from the Memory of Atari 2600

      • Jakub Sygnowski, Henryk Michalewski
      Pages 71-85

    8. Clustering-Based Online Player Modeling

      • Jason M. Bindewald, Gilbert L. Peterson, Michael E. Miller
      Pages 86-100

    9. AI Wolf Contest — Development of Game AI Using Collective Intelligence —

      • Fujio Toriumi, Hirotaka Osawa, Michimasa Inaba, Daisuke Katagami, Kosuke Shinoda, Hitoshi Matsubara
      Pages 101-115

    10. Semantic Classification of Utterances in a Language-Driven Game

      • Kellen Gillespie, Michael W. Floyd, Matthew Molineaux, Swaroop S. Vattam, David W. Aha
      Pages 116-129

  3. General Intelligence in Game-Playing Agents 2016

    1. Front Matter

      Pages 131-131
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    2. Optimizing Propositional Networks

      • Chiara F. Sironi, Mark H. M. Winands
      Pages 133-151

    3. Grounding GDL Game Descriptions

      • Stephan Schiffel
      Pages 152-164

    4. A General Approach of Game Description Decomposition for General Game Playing

      • Aline Hufschmitt, Jean-Noël Vittaut, Jean Méhat
      Pages 165-177

  4. Back Matter

    Pages 179-179
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Other volumes

  1. Computer Games

Keywords

About this book

This book constitutes the refereed proceedings of the 5th Computer Games Workshop, CGW 2016, and the 5th Workshop on General Intelligence in Game-Playing Agents, GIGA 2016, held in conjunction with the 25th International Conference on Artificial Intelligence, IJCAI 2016, in New York, USA, in July 2016.The 12 revised full papers presented were carefully reviewed and selected from 25 submissions. The papers address all aspects of artificial intelligence and computer game playing. They discuss topics such as Monte-Carlo methods; heuristic search; board games; card games; video games; perfect and imperfect information games; puzzles and single player games; multi-player games; combinatorial game theory; applications; computational creativity; computational game theory; evaluation and analysis; game design; knowledge representation; machine learning; multi-agent systems; opponent modeling; planning. 

Editors and Affiliations

  • LAMSADE, Université Paris-Dauphine, Paris Cedex 16, France

    Tristan Cazenave

  • Department of Data Science and Knowledge Engineering, Maastricht University, Maastricht, The Netherlands

    Mark H.M. Winands

  • Institute for Artificial Intelligence, Universität Bremen, TAB, Bremen, Germany

    Stefan Edelkamp

  • Reykjavik University, Reykjavik, Iceland

    Stephan Schiffel

  • The University of New South Wales, Sydney, Australia

    Michael Thielscher

  • Department of Computer Science and Engineering, New York University, Brooklyn, USA

    Julian Togelius

Bibliographic Information

  • Book Title: Computer Games

  • Book Subtitle: 5th Workshop on Computer Games, CGW 2016, and 5th Workshop on General Intelligence in Game-Playing Agents, GIGA 2016, Held in Conjunction with the 25th International Conference on Artificial Intelligence, IJCAI 2016, New York, USA, July 9-10, 2016, Revised Selected Papers

  • Editors: Tristan Cazenave, Mark H.M. Winands, Stefan Edelkamp, Stephan Schiffel, Michael Thielscher, Julian Togelius

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-319-57969-6

  • Publisher: Springer Cham

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

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-57968-9Published: 29 April 2017

  • eBook ISBN: 978-3-319-57969-6Published: 27 April 2017

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XII, 179

  • Number of Illustrations: 59 b/w illustrations

  • Topics: Artificial Intelligence, Personal Computing, Mathematics of Computing, Theory of Computation

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