Constrained DRL for Energy Efficiency Optimization in RSMA-Based Integrated Satellite Terrestrial Network

Q Zhang, L Zhu, Y Chen, S Jiang - Sensors, 2023 - mdpi.com
To accommodate the requirements of extensive coverage and ubiquitous connectivity in 6G
communications, satellite plays a more significant role in it. As users and devices explosively …

Optimal Greedy Control in Reinforcement Learning

A Gorobtsov, O Sychev, Y Orlova, E Smirnov… - Sensors, 2022 - mdpi.com
We consider the problem of dimensionality reduction of state space in the variational
approach to the optimal control problem, in particular, in the reinforcement learning method …