Jia-Yi Liu

Deep Reinforcement Learning Driven Spectrum-Energy Joint Optimization

Spectrum efficiency (SE) and energy efficiency (EE) are two fundamental problems in the wireless resource management that need to be jointly optimized. Deep reinforcement learning (DRL) allows near-optimal policy learning via continuous interaction with the environment, which is suitable in complex, dynamic, and high-d...