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A pattern classification approach to evaluation function learning

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Publication:1102763
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DOI10.1016/0004-3702(88)90076-8zbMath0644.68111OpenAlexW2016616384MaRDI QIDQ1102763

Sanjoy Mahajan, Kai-Fu Lee

Publication date: 1988

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://figshare.com/articles/journal_contribution/A_pattern_classification_approach_to_evaluation_function_learning/6591158

zbMATH Keywords

pattern classificationBayesian learningOthellogame playingevolution function


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Other game-theoretic models (91A40)


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Probabilistic heuristic estimates, A Bayesian approach to relevance in game playing, Embedding decision-analytic control in a learning architecture, Learning for efficient search, Practical issues in temporal difference learning, Achieving superior generalisation with a high order neural network



Cites Work

  • Unnamed Item
  • A world-championship-level Othello program
  • A comparison and evaluation of three machine learning procedures as applied to the game of checkers
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