Erhältlich:
Nicht auf Lager
Buch (Hardcover): Fachbuch
Mean Field Guided Machine Learning
Verlag:
Springer Verlag Unsere-Artikel-Nr.: P37107326
EAN: 9783031918582
Erhältlich:
Nicht auf Lager
Zustellung: Di, 20.10.2026
Versand: Kostenlos
-21.1 %
CHF 199.–
CHF 157.–
Beschreibung
Preface. - Chapter 1 Overview of Mean Field Theory and Machine Learning. - Chapter 2 Mean Field Game and Machine Learning Basis. - Chapter 3 Opinion Evolution in Social Networks: Use Generative Adversarial Networks to Solve Mean Field Game. - Chapter 4 Data Augmentation using Mean Field Games. - Chapter 5 Mean Field Game Guided Deep Reinforcement Learning. - Chapter 6 Incentive Mechanism Design in Satellite-Based Federated Learning using Mean Field Evolutionary Approach. - Chapter 7 Client Selection in Hierarchical Federated Learning with Mean Field Game. - Chapter 8 Evolutionary Neural Architecture Search with Mean Field Game Selection Mechanism. - References. - Index.