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Advances in Computer Games [electronic resource] : 15th International Conferences, ACG 2017, Leiden, The Netherlands, July 3-5, 2017, Revised Selected Papers / edited by Mark H.M. Winands, H. Jaap van den Herik, Walter A. Kosters.

Contributor(s): Winands, Mark H.M [editor.] | van den Herik, H. Jaap [editor.] | Kosters, Walter A [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Theoretical Computer Science and General Issues: 10664Publisher: Cham : Springer International Publishing : Imprint: Springer, 2017Edition: 1st ed. 2017.Description: XX, 235 p. 117 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319716497.Subject(s): Algorithms | Artificial intelligence | Computer science | Computer networks  | Computer science -- Mathematics | Discrete mathematics | Software engineering | Algorithms | Artificial Intelligence | Theory of Computation | Computer Communication Networks | Discrete Mathematics in Computer Science | Software EngineeringAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 518.1 Online resources: Click here to access online
Contents:
Analytical Solution for "EinStein würfelt nicht!" with One Stone -- Toward Solving EinStein würfelt nicht! -- Analysis of Fred Horn's Gloop Puzzle -- Set Matching: An Enhancement of the Hales-Jewett Pairing Strategy Playing Hanabi Near-Optimally Optimal Play of the Farkle Dice GameDeep df-pn and its Efficient Implementations -- Improved Policy Networks for Computer Go -- Exploring Positional Linear Go -- Influence of Search Depth on Position Evaluation -- Evaluating Chess-like Games Using Generated Natural Language Descriptions -- Machine Learning in the Game of Breakthrough -- A Curling Agent Based on the Monte-Carlo Tree Search Considering the Similarity of the Best Action among Similar States -- Exploration Bonuses Based on Upper Confidence Bounds for Sparse Developing a 2048 Player with Backward Temporal Coherence Learning and Restart -- A Little Bit of Frustration Can Go a Long Way -- Automated Adaptation and Assessment in Serious Games: A Portable Tool for Supporting Learning -- An Analysis of Majority Voting in Homogeneous Groups for Checkers: Understanding Group Performance through Unbalance -- Yasol: An Open Source Solver for Quantified Mixed Integer Programs.
In: Springer Nature eBookSummary: This book constitutes the refereed conference proceedings of the 15th International Conference, ACG 2017, held in Leiden, The Netherlands, in July 2017.The 19 revised full papers were selected from 23 submissions and cover a wide range of computer games. They are grouped in four classes according to the order of publication: games and puzzles, go and chess, machine learning and MCTS, and gaming.
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Analytical Solution for "EinStein würfelt nicht!" with One Stone -- Toward Solving EinStein würfelt nicht! -- Analysis of Fred Horn's Gloop Puzzle -- Set Matching: An Enhancement of the Hales-Jewett Pairing Strategy Playing Hanabi Near-Optimally Optimal Play of the Farkle Dice GameDeep df-pn and its Efficient Implementations -- Improved Policy Networks for Computer Go -- Exploring Positional Linear Go -- Influence of Search Depth on Position Evaluation -- Evaluating Chess-like Games Using Generated Natural Language Descriptions -- Machine Learning in the Game of Breakthrough -- A Curling Agent Based on the Monte-Carlo Tree Search Considering the Similarity of the Best Action among Similar States -- Exploration Bonuses Based on Upper Confidence Bounds for Sparse Developing a 2048 Player with Backward Temporal Coherence Learning and Restart -- A Little Bit of Frustration Can Go a Long Way -- Automated Adaptation and Assessment in Serious Games: A Portable Tool for Supporting Learning -- An Analysis of Majority Voting in Homogeneous Groups for Checkers: Understanding Group Performance through Unbalance -- Yasol: An Open Source Solver for Quantified Mixed Integer Programs.

This book constitutes the refereed conference proceedings of the 15th International Conference, ACG 2017, held in Leiden, The Netherlands, in July 2017.The 19 revised full papers were selected from 23 submissions and cover a wide range of computer games. They are grouped in four classes according to the order of publication: games and puzzles, go and chess, machine learning and MCTS, and gaming.

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