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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Huu-Huy Ngo

Department of Information Engineering and Computer Science, Feng Chia University

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Open access 2026

Adaptive Multi-Mode DRL Framework for Intelligent RIS-Assisted Anti-Jamming in 6G Wireless Networks

An adaptive multi-mode Deep Reinforcement Learning (DRL) framework for intelligent RIS-assisted anti-jamming communication in dynamic 6G wireless networks that maintains stable communication performance under strong jamming power, CSI uncertainty, and high-mobility scenarios is proposed.

Lê Hoàng Hiệp, Huu-Huy Ngo · 1 citation
Open access Jul 2026

RLIOT: REINFORCEMENT LEARNING - BASED NETWORK RESOURCE OPTIMIZATION USING IOT SENSOR DATA

Results confirm that reinforcement learning–based resource allocation provides a scalable and effective solution for IoT networks, particularly in environments characterized by large state spaces, dynamic network conditions, and stochastic traffic patterns.

L. Hoang, Van-Tam Hoang, Huu-Huy Ngo · 1 citation