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My work is mostly focused the integration of Machine Learning with communications network optimization, management, and control. How to design intelligent learning agents that can autonomously manage and control a network? How do they compare with classical optimization techniques? I wrote a couple of papers exploring these broad questions.
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论文共 17 篇作者统计合作学者相似作者
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IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENTno. 1 (2024): 108-119
2024 Optical Fiber Communications Conference and Exhibition (OFC)pp.1-3, (2024)
2023 17TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION, EUCAPpp.1-5, (2023)
Faruk Pasic,Nicola Di Cicco,Marco Skocaj,Massimo Tornatore,Stefan Schwarz,Christoph F. Mecklenbräuker, Vittorio Oegli-Esposti
IEEE Communications Magazineno. 9 (2023): 98-104
Nicola Di Cicco, Gaetano Francesco Pittalà,Gianluca Davoli,Davide Borsatti,Walter Cerroni,Carla Raffaelli,Massimo Tornatore
NetSoftpp.125-133, (2023)
Journal of Optical Communications and Networkingno. 8 (2023): C232-C241
IEEE Communications Magazineno. 9 (2023): 106-112
JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKINGno. 8 (2023): C232-C241
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