… ment and power allocation problem in an uplink multiuser NOMA system. Considering the
… three DRL-based frameworks to improve the sum EE of the NOMA system. Specifically, all …

… • We design a 3D association model-free framework for … -learning and DRL-based resource
allocation is investigated. … energy efficient power allocation with user fairness for uplink …

… the system performance, DRL-based GF-NOMA schemes … We consider an uplink
URLLC-GF-NOMA system consisting … MADRL frameworks proposed for GF-NOMA systems …

… on NOMA in this paper. In the NOMA system, we focus on optimizing channel resources, user
… multi-agent DQN to solve resource allocation in NOMA system. Due to the strong coupling …

… to improve EE while considering fairness in uplink NOMA. … works, we propose a DRL-based
framework to enhance EE and FNF. … When it comes to resource management and trajectory …

… system throughput in unknown communication environment. The resource allocation problem
of multi-user in uplink … of the frameworks can obviously improve the EE of the system. Most …

… propose a DRL-based subchannel and power allocation (DSPA) … In the uplink NOMA system,
the superimposed signal … than that of our proposed DSPA framework because in the DSPA …

… resource allocation problem in an uplink NOMA system. … framework to improve the long-term
energy efficiency of the … framework as the continuous DRL-based resource allocation…

… for uplink transmission in multi-user hybrid NOMA-MEC networks with hybrid SIC. More
specifically, a DRL-based framework … of both cases and choosing the more energy efficient one. …

… a multi-agent DRL framework in the centralized RA scheme. … We consider a cellular uplink
period, in which D2D clusters … proposed RA scheme is energy efficient and achieves a high …