Andrea Ortiz

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 32

Top Topics

Packet Transmission

Reinforcement Learning

Resource Allocation

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Maximilian Wirth, Andrea Ortiz, Anja Klein
Risk-Aware Bandits for Digital Twin Placement in Non-Stationary Mobile Edge Computing. ICC Workshops (2024)
Bernd Simon, Andrea Ortiz, Walid Saad, Anja Klein
Decentralized Online Learning in Task Assignment Games for Mobile Crowdsensing. IEEE Trans. Commun. 72 (8) (2024)
Wanja de Sombre, Andrea Ortiz, Frank Aurzada, Anja Klein
The Best Time for an Update: Risk-Sensitive Minimization of Age-Based Metrics. CoRR (2024)
Amir Ashtari Gargari, Matteo Pagin, Andrea Ortiz, Nairy Moghadas-Gholian, Michele Polese, Michele Zorzi
Demo:[SeBaSi] system-level Integrated Access and Backhaul simulator for self-backhauling. WoWMoM (2023)
Wanja de Sombre, Felipe Marques, Friedrich Pyttel, Andrea Ortiz, Anja Klein
A Unified Approach to Learn Transmission Strategies Using Age-Based Metrics in Point-to-Point Wireless Communication. GLOBECOM (2023)
Sumedh Dongare, Andrea Ortiz, Anja Klein
Federated Deep Reinforcement Learning for Task Participation in Mobile Crowdsensing. GLOBECOM (2023)
Maximilian Wirth, Andrea Ortiz, Anja Klein
Contextual Multi-Armed Bandits for Non-Stationary Heterogeneous Mobile Edge Computing. GLOBECOM (2023)
Bernd Simon, Andrea Ortiz, Walid Saad, Anja Klein
Decentralized Online Learning in Task Assignment Games for Mobile Crowdsensing. CoRR (2023)
Amir Ashtari Gargari, Andrea Ortiz, Matteo Pagin, Anja Klein, Matthias Hollick, Michele Zorzi, Arash Asadi
Safehaul: Risk-Averse Learning for Reliable mmWave Self-Backhauling in 6G Networks. INFOCOM (2023)
Wanja de Sombre, Andrea Ortiz, Frank Aurzada, Anja Klein
Risk-Sensitive Optimization and Learning for Minimizing Age of Information in Point-to-Point Wireless Communications. ICC Workshops (2023)
Amir Ashtari Gargari, Matteo Pagin, Andrea Ortiz, Nairy Moghadas-Gholian, Michele Polese, Michele Zorzi
SeBaSi system-level Integrated Access and Backhaul simulator for self-backhauling. CoRR (2023)
Amir Ashtari Gargari, Andrea Ortiz, Matteo Pagin, Anja Klein, Matthias Hollick, Michele Zorzi, Arash Asadi
Safehaul: Risk-Averse Learning for Reliable mmWave Self-Backhauling in 6G Networks. CoRR (2023)
Sumedh Dongare, Andrea Ortiz, Anja Klein
Deep Reinforcement Learning for Task Allocation in Energy Harvesting Mobile Crowdsensing. GLOBECOM (2022)
Bernd Simon, Sumedh Dongare, Tobias Mahn, Andrea Ortiz, Anja Klein
Delay- and Incentive-Aware Crowdsensing: A Stable Matching Approach for Coverage Maximization. ICC (2022)
Maximilian Wirth, Anja Klein, Andrea Ortiz
Risk-Aware Multi-Armed Bandits for Vehicular Communications. VTC Spring (2022)
Andrea Ortiz, Tobias Weber, Anja Klein
Multi-Agent Reinforcement Learning for Energy Harvesting Two-Hop Communications With a Partially Observable System State. IEEE Trans. Green Commun. Netw. 5 (1) (2021)
Kilian Kiekenap, Andrea Ortiz, Anja Klein
Energy-Optimal Short Packet Transmission for Time-Critical Control. VTC Fall (2021)
Andrea Ortiz, Daniel Barragan-Yani
Statistical Physics Meets Wireless Communications: A Resource Allocation Solution for Large Networks. CoRR (2021)
Burak Yilmaz, Andrea Ortiz, Anja Klein
Delay Minimization for Edge Computing with Dynamic Server Computing Capacity: A Learning Approach. GLOBECOM (2020)
Andrea Ortiz, Arash Asadi, Max Engelhardt, Anja Klein, Matthias Hollick
CBMoS: Combinatorial Bandit Learning for Mode Selection and Resource Allocation in D2D Systems. IEEE J. Sel. Areas Commun. 37 (10) (2019)
Fabian Hohmann, Andrea Ortiz, Anja Klein
Optimal Resource Allocation Policy for Multi-Rate Opportunistic Forwarding. WCNC (2019)
Andrea Ortiz, Tobias Weber, Anja Klein
Resource Allocation in Energy Harvesting Multiple Access Scenarios via Combinatorial Learning. SPAWC (2019)
Andrea Ortiz, Arash Asadi, Gek Hong Sim, Daniel Steinmetzer, Matthias Hollick
SCAROS: A Scalable and Robust Self-Backhauling Solution for Highly Dynamic Millimeter-Wave Networks. IEEE J. Sel. Areas Commun. 37 (12) (2019)
Juan J. Gil, Maria Carmen Sanchez-Villamañan, Jesús Gómez, Andrea Ortiz, José Luis Pons, Juan C. Moreno, Antonio J. del Ama
Design and Implementation of a Novel Semi-Active Hybrid Unilateral Stance Control Knee Ankle Foot Orthosis. IROS (2018)
Andrea Ortiz, Tobias Weber, Anja Klein
A Two-Layer Reinforcement Learning Solution for Energy Harvesting Data Dissemination Scenarios. ICASSP (2018)
Andrea Ortiz, Cristian Vitery, Carolina González, Hendrys Tobar
Developing an Augmented Reality Multiplayer Learning Game: Lessons Learned. Edutainment (2018)
Andrea Ortiz, Cristian Vitery, Carolina González, Hendrys Tobar-Muñoz
Evaluation of an Augmented Reality Multiplayer Learning Game. JCSG (2018)
Christian Meurisch, The An Binh Nguyen, Martin Kromm, Andrea Ortiz, Ragnar Mogk, Max Mühlhäuser
DisVis 2.0: Decision Support for Rescue Missions Using Predictive Disaster Simulations with Human-Centric Models. ICCCN (2017)
Andrea Ortiz, Hussein Al-Shatri, Xiang Li, Tobias Weber, Anja Klein
Reinforcement Learning for Energy Harvesting Decode-and-Forward Two-Hop Communications. IEEE Trans. Green Commun. Netw. 1 (3) (2017)
Andrea Ortiz, Hussein Al-Shatri, Tobias Weber, Anja Klein
Multi-Agent Reinforcement Learning for Energy Harvesting Two-Hop Communications with Full Cooperation. CoRR (2017)
Andrea Ortiz, Hussein Al-Shatri, Xiang Li, Tobias Weber, Anja Klein
Reinforcement learning for energy harvesting point-to-point communications. ICC (2016)
Andrea Ortiz, Hussein Al-Shatri, Xiang Li, Tobias Weber, Anja Klein
A Learning Based Solution for Energy Harvesting Decode-and-Forward Two-Hop Communications. GLOBECOM (2016)
Andrea Ortiz, Hussein Al-Shatri, Xiang Li, Tobias Weber, Anja Klein
Throughput maximization in two-hop energy harvesting communications. ISWCS (2015)
Andrea Ortiz, Holger Degenhardt, Anja Klein
A resource requirement aware transmit strategy for non-regenerative multi-way relaying. WCNC (2015)