| 2025 | CNSM | MARC-6G: Multi-Agent Reinforcement Learning for Distributed Context-Aware SFC Deployment and Migration in 6G Networks. | Solomon Fikadie Wassie, Eric Samikwa, Antonio Di Maio, Torsten Braun |
| 2025 | LCN | Hierarchical Placement Learning for Network Slice Provisioning. | Jesutofunmi Ajayi, Antonio Di Maio, Torsten Braun |
| 2025 | LCN | Reinforced Fairness-Aware Multi-Agent Self-Organization for 6G Radio Access Network Orchestration. | Elham Hashemi Nezhad, Antonio Di Maio, Torsten Braun |
| 2025 | WCNC | DERRIC: Decentralized Reinforced RAN Intelligent Controller Orchestration for 6G Networks. | Elham Hashemi Nezhad, Antonio Di Maio, Torsten Braun |
| 2025 | SAC | Data-Driven Orchestration for Distributed RAN Intelligent Controller Placement in 6G Networks. | Elham Hasheminezhad, Antonio Di Maio, Torsten Braun |
| 2025 | SAC | Deep Reinforcement Learning for Context-Aware Online Service Function Chain Deployment and Migration over 6G Networks. | Solomon Fikadie Wassie, Antonio Di Maio, Torsten Braun |
| 2024 | NOMS | Drift-Aware Policy Selection for Slice Admission Control. | Jesutofunmi Ajayi, Antonio Di Maio, Torsten Braun |
| 2023 | LCN | FedForce: Network-adaptive Federated Learning for Reinforced Mobility Prediction. | Negar Emami, Antonio Di Maio, Torsten Braun |
| 2023 | MOBIHOC | The Upsides of Turbulence: Baselining Gossip Learning in Dynamic Settings. | Antonio Di Maio, Mina Aghaei Dinani, Gianluca Rizzo |
| 2023 | MOBIHOC | Machine Learning-based Energy Optimisation in Smart City Internet of Things. | Eric Samikwa, Jakob Schrer, Torsten Braun, Antonio Di Maio |
| 2023 | PERCOM | APS: An Auditable Positioning System Based on Angle-of-Arrival Proof of Location and Graph of Trust. | Jakob Schaerer, Antonio Di Maio, Torsten Braun |
| 2023 | WoWMoM | ARLCL: Anchor-free Ranging-Likelihood-based Cooperative Localization. | Dimitris Xenakis, Antonio Di Maio, Torsten Braun |
| 2022 | GLOBECOM | Service Chaining Graph: Latency- and Energy-aware Mobile VR Deployment over MEC Infrastructures. | Alisson Medeiros, Antonio Di Maio, Torsten Braun, Augusto Neto |
| 2022 | NOMS | RC-TL: Reinforcement Convolutional Transfer Learning for Large-scale Trajectory Prediction. | Negar Emami, Lucas Pacheco, Antonio Di Maio, Torsten Braun |
| 2022 | WiMob | INTRAFORCE: Intra-Cluster Reinforced Social Transformer for Trajectory Prediction. | Negar Emami, Antonio Di Maio, Torsten Braun |
| 2020 | WoWMoM | DeepNDN: Opportunistic Data Replication and Caching in Support of Vehicular Named Data. | Gaetano Manzo, Eirini Kalogeiton, Antonio Di Maio, Torsten Braun, Maria Rita Palattella, Ion Turcanu, Ridha Soua, Gianluca Rizzo |
| 2019 | VTC | Multi-Flow Congestion-Aware Routing in Software-Defined Vehicular Networks. | Antonio Di Maio, Maria Rita Palattella, Thomas Engel |
| 2017 | INFOCOM | Coordination mechanisms for floating content in realistic vehicular scenario. | Gaetano Manzo, Ridha Soua, Antonio Di Maio, Thomas Engel, Maria Rita Palattella, Gianluca Rizzo |