Mean Field Guided Machine Learning

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This book explores the integration of Mean Field Game (MFG) theory with machine learning (ML), presenting both theoretical foundations and practical applications.  Drawing from extensive research, it provides insights into how MFG can improve various ML techniques, including supervised learning, reinforcement learning, and federated learning. MFG theory and ML are converging to address critical ch...
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139.50 £
This book explores the integration of Mean Field Game (MFG) theory with machine learning (ML), presenting both theoretical foundations and practical applications.  Drawing from extensive research, it provides insights into how MFG can improve various ML techniques, including supervised learning, reinforcement learning, and federated learning. MFG theory and ML are converging to address critical ch...
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  • Formats: epub
  • ISBN: 9783031918599
  • Publication Date: 8 Jul 2025
  • Publisher: Springer Nature Switzerland
  • Product language: English
  • Drm Setting: DRM