Boris Bellalta

Latest

• Learning-based channel access in Wi-Fi: a multi-armed bandit approach
• Performance evaluation of multi-armed bandit algorithms for Wi-Fi channel access
• Deep reinforcement learning-based scheduling for Wi-Fi multi-access point coordination
• Coordinated spatial reuse scheduling with machine learning in IEEE 802.11 MAPC networks
• Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi
• Toward specialized wireless networks using an ML-driven radio interface
• Machine Learning and Wi-Fi: Unveiling the Path Toward AI/ML-Native IEEE 802.11 Networks
• IEEE 802.11bn multi-AP coordinated spatial reuse with hierarchical multi-armed bandits
• Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance With Machine Learning