Description

Book Synopsis
This book constitutes the refereed post-conference proceedings of the 17th International Conference on Advances in Computer Games, ACG 2021, which was held as a virtual event during November 23–25, 2021. The 22 full papers included in this book were carefully reviewed and selected from 34 submissions. They were organized in topical sections as follows: learning in games; search in games; solving games; chess patterns; player modelling; and game systems.

Table of Contents
​Learning in Games.- Improving Counterfactual Regret Minimization Agents Training in the Card Game Cheat.- Deep Reinforcement Learning for Morpion Solitaire.- Expert Iteration for Risk.- Search in Games.- Sequential Halving Using Scores.- Cosine Annealing, Mixnet and Swish Activation for Computer Go.- A Heuristic Approach to the Game of Sylver Coinage.- Evaluating Interpretability Methods for DNNs in Game-Playing Agents.- Solving Games.- Quixo is Solved.- Solving Bicoloring-Graph Games on Rectangular Boards – Part 1: Partisan Col and Snort.- Solving Bicoloring-Graph Games on Rectangular Boards – Part 2: Impartial Col and Snort.- BoxOff is NP-Complete.

Advances in Computer Games: 17th International

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    A Paperback / softback by Cameron Browne, Akihiro Kishimoto, Jonathan Schaeffer

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      Book details

      Publisher Springer International Publishing AG
      Published 1 August 2022
      ISBN-13 9783031114878
      978-3031114878
      ISBN-10 3031114876
      Also in:
      Computing Artificial intelligence (AI) Human–computer interaction Mathematical theory of computation

      Description

      Book Synopsis
      This book constitutes the refereed post-conference proceedings of the 17th International Conference on Advances in Computer Games, ACG 2021, which was held as a virtual event during November 23–25, 2021. The 22 full papers included in this book were carefully reviewed and selected from 34 submissions. They were organized in topical sections as follows: learning in games; search in games; solving games; chess patterns; player modelling; and game systems.

      Table of Contents
      ​Learning in Games.- Improving Counterfactual Regret Minimization Agents Training in the Card Game Cheat.- Deep Reinforcement Learning for Morpion Solitaire.- Expert Iteration for Risk.- Search in Games.- Sequential Halving Using Scores.- Cosine Annealing, Mixnet and Swish Activation for Computer Go.- A Heuristic Approach to the Game of Sylver Coinage.- Evaluating Interpretability Methods for DNNs in Game-Playing Agents.- Solving Games.- Quixo is Solved.- Solving Bicoloring-Graph Games on Rectangular Boards – Part 1: Partisan Col and Snort.- Solving Bicoloring-Graph Games on Rectangular Boards – Part 2: Impartial Col and Snort.- BoxOff is NP-Complete.

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