Federated Learning for the Metaverse

Applications in Virtual Environments

AvNoor Zaman Jhanjhi,Mamoona Humayun

Häftad, Engelska, 2026

1 791 kr

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Beskrivning

Federated Learning for the Metaverse: Applications in Virtual Environments provides readers with insights into how federated learning, a decentralized machine learning paradigm, can be strategically applied to address critical aspects of the metaverse. The book covers a wide range of topics, including privacy-preserving personalization, security, collaboration, adaptive learning environments, real-time communication, decentralized governance, language understanding, immersive learning experiences, avatar customization, and dynamic scene rendering.

  • Explores practical applications of federated learning within the metaverse, examining real-world scenarios and showcasing successful implementations
  • Offers diverse perspectives from experts in the fields of federated learning, virtual reality, augmented reality, and immersive technologies
  • Provides practical guidance on implementing federated learning techniques within metaverse applications, accompanied by code snippets and case studies
  • Addresses the ethical considerations and implications of utilizing federated learning in the metaverse, including privacy concerns and data governance
  • Discusses emerging trends at the intersection of federated learning and the metaverse

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