Nature

A Markov decision optimization of medical service resources for two-class patient queues in emergency departments via particle swarm optimization algorithm

After COVID-19, most medical centers were faced with the double pressure of increasing number of patients and limited medical human resources, resulting in the crowding and shortage of hospital beds 1 ...
Nature

Deep reinforcement learning for network resource optimization in MIMO-NOMA networks to maximize utilization with minimal overhead

The next-generation multiple-input Multiple-Output Non-Orthogonal Medium Access (MIMO-NOMA) system requires seamless mobility, enhanced spectral efficiency, and higher sum rates with minimal ...