Pavlos Doanis
According to our database1,
Pavlos Doanis
authored at least 6 papers
between 2019 and 2024.
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On csauthors.net:
Bibliography
2024
A Deep Reinforcement Learning Framework for Scalable Slice Orchestration in Beyond 5G Networks. (Un cadre d'apprentissage par renforcement profond pour l'orchestration de tranches évolutives dans les réseaux au-delà de la 5G).
PhD thesis, 2024
The Curse of (Too Much) Choice: Handling Combinatorial Action Spaces in Slice Orchestration Problems Using DQN with Coordinated Branches.
Proceedings of the IEEE INFOCOM 2024, 2024
Multi-Agent DQN with Sample-Efficient Updates for Large Inter-Slice Orchestration Problems.
Proceedings of the International Conference on Computing, Networking and Communications, 2024
2022
Scalable end-to-end slice embedding and reconfiguration based on independent DQN agents.
Proceedings of the IEEE Global Communications Conference, 2022
2020
Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020
2019
Advancing Rational Exploitation of Water Irrigation Using 5G-IoT Capabilities: The AREThOU5A Project.
Proceedings of the 29th International Symposium on Power and Timing Modeling, 2019