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A Draughts Learning System Based on Neural Networks and Temporal Differences: The Impact of an Efficient Tree-Search Algorithm

• Gutierrez Soares Caexeta, Rita Maria da Silva Julia
• SBIA
• 2008

The NeuroDraughts is a good automatic draughts player which uses temporal difference learning to adjust the weights of an artificial neural network whose role is to estimate how much the board state… (More)

LS-VisionDraughts: improving the performance of an agent for checkers by integrating computational intelligence, reinforcement learning and a powerful search method

• Henrique Castro Neto, Rita Maria da Silva Julia, Gutierrez Soares Caexeta, Ayres Roberto Araújo Barcelos
• Applied Intelligence
• 2014

This paper presents LS-VisionDraughts: an efficient unsupervised evolutionary learning system for Checkers whose contribution is to automate the process of selecting an appropriate representation for… (More)

VisionDraughts - um sistema de aprendizagem de jogos de damas baseado em redes neurais, diferenças temporais, algoritmos eficientes de busca em árvores e informações perfeitas contidas em bases de…

• Gutierrez Soares Caexeta
• 2008

O objetivo deste trabalho e propor um sistema de aprendizagem de damas, Vision-Draughts, baseado nos trabalhos de Neto e Julia (LS-Draughts) e de Mark Lynch (NeuroDraughts). O NeuroDraughts e um bom… (More)