| 2026 | WCNC | Risk-Aware Learning for Digital Twin Placement in Non-Stationary Hierarchical Edge Computing. | Maximilian Wirth, Andrea Ortiz, Anja Klein |
| 2023 | GLOBECOM | Federated Deep Reinforcement Learning for Task Participation in Mobile Crowdsensing. | Sumedh J. Dongare, Andrea Ortiz, Anja Klein |
| 2023 | GLOBECOM | A Unified Approach to Learn Transmission Strategies Using Age-Based Metrics in Point-to-Point Wireless Communication. | Wanja de Sombre, Felipe Marques, Friedrich Pyttel, Andrea Ortiz, Anja Klein |
| 2023 | GLOBECOM | Contextual Multi-Armed Bandits for Non-Stationary Heterogeneous Mobile Edge Computing. | Maximilian Wirth, Andrea Ortiz, Anja Klein |
| 2023 | INFOCOM | Safehaul: Risk-Averse Learning for Reliable mmWave Self-Backhauling in 6G Networks. | Amir Ashtari Gargari, Andrea Ortiz, Matteo Pagin, Anja Klein, Matthias Hollick, Michele Zorzi, Arash Asadi |
| 2023 | WoWMoM | Demo:[SeBaSi] system-level Integrated Access and Backhaul simulator for self-backhauling. | Amir Ashtari Gargari, Matteo Pagin, Andrea Ortiz, Nairy Moghadas-Gholian, Michele Polese, Michele Zorzi |
| 2022 | GLOBECOM | Deep Reinforcement Learning for Task Allocation in Energy Harvesting Mobile Crowdsensing. | Sumedh J. Dongare, Andrea Ortiz, Anja Klein |
| 2022 | VTC | Risk-Aware Multi-Armed Bandits for Vehicular Communications. | Maximilian Wirth, Anja Klein, Andrea Ortiz |
| 2021 | VTC | Energy-Optimal Short Packet Transmission for Time-Critical Control. | Kilian Kiekenap, Andrea Ortiz, Anja Klein |
| 2020 | GLOBECOM | Delay Minimization for Edge Computing with Dynamic Server Computing Capacity: A Learning Approach. | Burak Yilmaz, Andrea Ortiz, Anja Klein |
| 2019 | WCNC | Optimal Resource Allocation Policy for Multi-Rate Opportunistic Forwarding. | Fabian Hohmann, Andrea Ortiz, Anja Klein |
| 2018 | ICASSP | A Two-Layer Reinforcement Learning Solution for Energy Harvesting Data Dissemination Scenarios. | Andrea Ortiz, Tobias Weber, Anja Klein |
| 2018 | IROS | Design and Implementation of a Novel Semi-Active Hybrid Unilateral Stance Control Knee Ankle Foot Orthosis. | Juan J. Gil, Maria Carmen Sanchez-Villamaan, Jess Gmez, Andrea Ortiz, Jos Luis Pons, Juan C. Moreno, Antonio J. del Ama |
| 2017 | ICCCN | DisVis 2.0: Decision Support for Rescue Missions Using Predictive Disaster Simulations with Human-Centric Models. | Christian Meurisch, The An Binh Nguyen, Martin Kromm, Andrea Ortiz, Ragnar Mogk, Max Mhlhuser |
| 2016 | GLOBECOM | A Learning Based Solution for Energy Harvesting Decode-and-Forward Two-Hop Communications. | Andrea Ortiz, Hussein Al-Shatri, Xiang Li, Tobias Weber, Anja Klein |
| 2015 | WCNC | A resource requirement aware transmit strategy for non-regenerative multi-way relaying. | Andrea Ortiz, Holger Degenhardt, Anja Klein |