2 papers
math.OC2025
Reinforcement Learning for Discrete-time LQG Mean Field Social Control Problems with Unknown Dynamics
Hanfang Zhang, Bing-Chang Wang, Shuo Chen
This paper studies the discrete-time linear-quadratic-Gaussian mean field (MF) social control problem in an infinite horizon, where the dynamics of all agents are unknown. The obje…
cs.NI2022
Multi-Agent Deep Reinforcement Learning Based Resource Management in SWIPT Enabled Cellular Networks with H2H/M2M Co-Existence
Xuehua Li, Xing Wei, Shuo Chen +1
Machine-to-Machine (M2M) communication is crucial in developing Internet of Things (IoT). As it is well known that cellular networks have been considered as the primary infrastruct…