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

Author

R. Combes

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Open access 2026

Learning-Based Channel Access in Wi-Fi: A Multi-Armed Bandit Approach

Due to largely static protocol configurations, IEEE 802.11 (Wi-Fi) channel access offers limited adaptability to dynamic network conditions, particularly in dense and overlapping deployments, leading to inefficient spectrum utilization, increased contention, and packet collisions. This paper investigates reinforcement...

Miguel Casasnovas, F. Wilhelmi, R. Combes et al. · 1 citation

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