IEEE

Communication-Aware Graph Neural Network for Multi-Agent Reinforcement Learning

Abstract: Multi-agent reinforcement learning (MARL) requires effective communication strategies to solve complex control tasks over uncertain communication channels. This paper explores a ...
IEEE

Communication-Aware Hierarchical Routing for FANET: A Reinforcement Learning Approach

Abstract: As an essential flexible and real-time wireless communication infrastructure, flying ad hoc network is regarded as a key enabler for low-altitude intelligent networks (LAIN). However, the ...