Publications

Deep-Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks

Our paper has been accepted by IEEE JSAC.

Non-Uniform Time-Step Deep Q-Network for Carrier-Sense Multiple Access in Heterogeneous Wireless Networks

Our paper has been accepted by IEEE TMC.

Multi-Agent Deep Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks with Imperfect Channels

Our paper has been accepted by IEEE TMC.

Thanks for your interest in our paper. The simulation code is just for reference and has not been updated for a long time. Please re-implement the simulation code on your own to test your novel ideas.