Federated Learning: The Future of Intelligent Agents in Dynamic Environments

As the digital world becomes more connected and data privacy concerns grow, traditional centralized machine learning models face serious limitations. Federated Learning presents a revolutionary approach-enabling intelligent agents to learn collaboratively across decentralized devices while keeping sensitive data where it originates.

This book explores the architecture, techniques, and transformative potential of federated learning in environments that are dynamic, distributed, and data-rich....