Alessandro Giuseppi | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
AdaFed: Performance-based Adaptive Federated Learning	ICAAI 2021: 2021 The 5th International Conference on Advances in Artificial Intelligence (ICAAI)	2021
Hierarchical RL for load balancing and QoS management in multi-access networks	2021 29th Mediterranean Conference on Control and Automation, MED 2021	2021
Removing non-resonant background from CARS spectra via deep learning	Optics InfoBase Conference Papers	2021
Deep reinforcement learning control of white-light continuum generation	Optics InfoBase Conference Papers	2021
Deep Reinforcement Learning Control of White-Light Continuum Generation	2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021	2021
Removing Non-Resonant Background from CARS spectra via Deep Learning	2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021	2021
Cognitive deficits in childrens with brain tumours: A project to create a software for cognitive training	JOURNAL OF THE NEUROLOGICAL SCIENCES	2021
Wardrop Equilibrium in Discrete-Time Selfish Routing with Time-Varying Bounded Delays	IEEE TRANSACTIONS ON AUTOMATIC CONTROL	2020
Chance-Constrained Control with Lexicographic Deep Reinforcement Learning	IEEE CONTROL SYSTEMS LETTERS	2020
Efficient and Risk-Aware Control of Electricity Distribution Grids	IEEE SYSTEMS JOURNAL	2020
Management and Orchestration Architecture for Integrated Access of Satellite and Terrestrial in 5G	2020 International Conference on Information Networking (ICOIN)	2020
Ensuring the Stability of Power Systems Against Dynamic Load Altering Attacks: A Robust Control Scheme Using Energy Storage Systems	2020 European Control Conference (ECC)	2020
Network Selection in 5G Networks Based on Markov Games and Friend-or-Foe Reinforcement Learning	2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW)	2020
Removing non-resonant background from CARS spectra via deep learning	APL PHOTONICS	2020
User-aware centralized resource allocation in heterogeneous networks	2020 28th Mediterranean Conference on Control and Automation (MED)	2020
6G in the sky: On‐demand intelligence at the edge of 3D networks	ETRI JOURNAL	2020
Design of cellular, satellite, and integrated systems for 5G and beyond	ETRI JOURNAL	2020
Design and Simulation of the Multi-RAT Load-balancing Algorithms for 5G-ALLSTAR Systems	2020 International Conference on Information and Communication Technology Convergence (ICTC)	2020
Iterative MPC for Energy Management and Load Balancing in 5G Heterogeneous Networks	2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)	2020
Controlled optimal black start procedures in smart grids for service restoration in presence of electrical storage systems	2020 28th Mediterranean Conference on Control and Automation, MED 2020	2020

Progetti di Ricerca

Intelligent Control Systems For Healthcare Applications