2 papers
cs.MA2026
Communication-Aware Multi-Agent Reinforcement Learning for Decentralized Cooperative UAV Deployment
Enguang Fan, Yifan Chen, Zihan Shan +3
Autonomous Unmanned Aerial Vehicle (UAV) swarms are increasingly used as rapidly deployable aerial relays and sensing platforms, yet practical deployments must operate under partia…
cs.NI2023
DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning
Saeed Kaviani, Bo Ryu, Ejaz Ahmed +4
Opportunistic routing relies on the broadcast capability of wireless networks. It brings higher reliability and robustness in highly dynamic and/or severe environments such as mobi…