Maksymilian Wojnar

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
• Indoor positioning with Wi-Fi Location: a survey of IEEE 802.11mc/az/bk fine timing measurement research
• Coordinated spatial reuse scheduling with machine learning in IEEE 802.11 MAPC networks
• Toward specialized wireless networks using an ML-driven radio interface
• IEEE 802.11bn multi-AP coordinated spatial reuse with hierarchical multi-armed bandits
• Using ranging for collision-immune IEEE 802.11 rate selection with statistical learning
• Reinforced-lib: Rapid prototyping of reinforcement learning solutions
• FTMRate: Collision-Immune Distance-based Data Rate Selection for IEEE 802.11 Networks