3 papers
cs.MA2024
United We Stand: Decentralized Multi-Agent Planning With Attrition
Nhat Nguyen, Duong Nguyen, Gianluca Rizzo +1
Decentralized planning is a key element of cooperative multi-agent systems for information gathering tasks. However, despite the high frequency of agent failures in realistic large…
cs.NI2024
Mobile Networks on the Move: Optimizing Moving Base Stations Dynamics in Urban Scenarios
Laura Finarelli, Falko Dressler, Marco Marsan Ajmone +1
Base station densification is one of the key approaches for delivering high capacity in radio access networks. However, current static deployments are often impractical and financi…
cs.NI2024
Context-Aware Orchestration of Energy-Efficient Gossip Learning Schemes
Mina Aghaei Dinani, Adrian Holzer, Hung Nguyen +2
Fully distributed learning schemes such as Gossip Learning (GL) are gaining momentum due to their scalability and effectiveness even in dynamic settings. However, they often imply…