Visualizza wikitesto di GioacchinoManfredi ← GioacchinoManfredi

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|cellpadding="10" width="100%" align="right" style="color:#337ab7; font-size: 18pt; font-weight: bold;"|Gioacchino Manfredi
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|width="100%" align="right" style="color:yellow; background:#283d78; font-weight:bold;"|Eng, PhD, Assistant Professor (RTD-A)
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{{Panel|type=primary|icon=bookmark|title=Contacts|body=
* Dipartimento di Ingegneria Elettrica e dell'Informazione (DEI), Politecnico di Bari, Italy
* '''Email''': gioacchino.manfredi@poliba.it
}}
{{Panel|icon=user|title=Short CV|body= Gioacchino Manfredi graduated cum laude in Control Engineering in October 2018 from the Sapienza University of Rome with a thesis entitled ''Preventive Controller Optimal Design for Critical Infrastructure Security''. In March 2019, he was awarded the ''excellent graduate'' prize from the Sapienza University of Rome. He received the Ph.D. degree in electric and information engineering from the Polytechnic of Bari, Bari, Italy, in 2023. His research interests include adaptive video streaming, QoE and QoS management for video streaming services, 360° video streaming, consensus in multi-agent systems, and deep reinforcement learning techniques for nonlinear control.''}}
{{Panel|icon=search|title=Research interests|body=
* Deep Reinforcement Learning
* QoE and QoS management for video streaming services
* Lyapunov Neural Networks
* Nonlinear Control
* Cyber-physiscal systems}}

{{Panel|icon=graduation-cap|title=Publications|body=
==2025==
<paper authors="Giada Lops,Vito Andrea Racanelli, Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo" conference="33rd Mediterranean Conference on Control and Automation"  place="Tangier, Morocco" date="June 2025" pdf="med2025.pdf">
A Safety Aware Deep Reinforcement Learning Technique for Automated Insulin Delivery
</paper> 

<paper authors="Giada Lops,Vito Andrea Racanelli, Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo" conference="1st IFAC Workshop on Engineering Diabetes Technologies (EDT 2025)"  place="Valencia, Spain" date="May 2025" pdf="edt.pdf">
A Deep Deterministic Policy Gradient control algorithm for Automatic Insulin Delivery
</paper> 

<paper authors="Vito Andrea Racanelli, Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo" conference="IEEE Consumer Communications & Networking Conference (CCNC)"  place="Las Vegas, NV, USA" date="Jan 2025" pdf="ccnc2025.pdf">
Real-Time MPC for Adaptive Video Streaming
</paper>

==2024==
<paper authors="Gioacchino Manfredi, Vito Andrea Racanelli, Luca De Cicco, Saverio Mascolo" conference="IEEE Transactions on Control of Network Systems"  date="accepted, to appear" pdf="tcns-2024.pdf">
Live Streaming Synchronisation Using Event-triggered Consensus Control
</paper>

<paper authors="M.A. Rezaei, G. Manfredi, V. A. Racanelli, L. De Cicco, S. Mascolo" conference="Proc. of  International Conference on
Unmanned Aircraft Systems (ICUAS 2024)" place="Chania, Greece" date="June 2024" pdf="icuas24.pdf">
Decentralized Control of UAV Swarms for Bandwidth-Aware Video Surveillance Using NMPC
</paper>
==2023==

<paper authors="Gioacchino Manfredi, Saverio Mascolo, Luca De Cicco and Vito Andrea Racanelli" conference="Proc. of MedComNet 2023" place="Ponza, Italy" date="13-15 June 2023" pdf="medcomnet23.pdf">
LSTM-Based Viewport Prediction for Immersive Video Systems
</paper>
==2022==
<paper authors="Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo" conference="IEEE Transactions on Network and Service Management" date="doi:10.1109/TNSM.2022.3162750, vol. 19, no. 3, pp. 3487-3500, Sept. 2022" pdf="tnsm-2022.pdf">Optimal QoE-fair Resource Allocation in Multi-Path Video Delivery Networks
</paper>

<paper authors="Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo" conference="30th Mediterranean Conference on Control and Automation" place="Athens, Greece" date="June 2022" pdf="med-2022.pdf">
On Asymptotic Stability of Nonlinear Systems with Deep Reinforcement Learning Controllers
</paper>

==2021==
<paper authors="Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo" conference="European Control Conference" date="June 2021" place ="Virtual Conference" pdf="ecc21.pdf">
Synchronizing Live Video Streaming Players Via Consensus
</paper>

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