Dynamic Multichannel Access via Multi-agent Reinforcement Learning: Throughput and Fairness Guarantees

Muhammad Sohaib, Jongjin Jeong, Sang-Woon Jeon

We consider a multichannel random access system in which each user accesses a single channel at each time slot to communicate with an access point (AP). Users arrive to the system…