| Gioacchino Manfredi
|
| Eng, PhD, Assistant Professor (RTD-A)
|
Contacts
- Dipartimento di Ingegneria Elettrica e dell'Informazione (DEI), Politecnico di Bari, Italy
- Email: gioacchino.manfredi@poliba.it
Short CV
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.
Research interests
- Deep Reinforcement Learning
- QoE and QoS management for video streaming services
- Lyapunov Neural Networks
- Nonlinear Control
- Cyber-physiscal systems
Publications
2025
- Giada Lops,Vito Andrea Racanelli, Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo
A Safety Aware Deep Reinforcement Learning Technique for Automated Insulin Delivery
33rd Mediterranean Conference on Control and Automation, Tangier, Morocco, June 2025 (PDF)
- Giada Lops,Vito Andrea Racanelli, Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo
A Deep Deterministic Policy Gradient control algorithm for Automatic Insulin Delivery
1st IFAC Workshop on Engineering Diabetes Technologies (EDT 2025), Valencia, Spain, May 2025 (PDF)
- Vito Andrea Racanelli, Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo
Real-Time MPC for Adaptive Video Streaming
IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, Jan 2025 (PDF)
2024
- Gioacchino Manfredi, Vito Andrea Racanelli, Luca De Cicco, Saverio Mascolo
Live Streaming Synchronisation Using Event-triggered Consensus Control
IEEE Transactions on Control of Network Systems, accepted, to appear (PDF)
- M.A. Rezaei, G. Manfredi, V. A. Racanelli, L. De Cicco, S. Mascolo
Decentralized Control of UAV Swarms for Bandwidth-Aware Video Surveillance Using NMPC
Proc. of International Conference on Unmanned Aircraft Systems (ICUAS 2024), Chania, Greece, June 2024 (PDF)
2023
- Gioacchino Manfredi, Saverio Mascolo, Luca De Cicco and Vito Andrea Racanelli
LSTM-Based Viewport Prediction for Immersive Video Systems
Proc. of MedComNet 2023, Ponza, Italy, 13-15 June 2023 (PDF)
2022
- Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo
Optimal QoE-fair Resource Allocation in Multi-Path Video Delivery Networks
IEEE Transactions on Network and Service Management, doi:10.1109/TNSM.2022.3162750, vol. 19, no. 3, pp. 3487-3500, Sept. 2022 (PDF)
- Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo
On Asymptotic Stability of Nonlinear Systems with Deep Reinforcement Learning Controllers
30th Mediterranean Conference on Control and Automation, Athens, Greece, June 2022 (PDF)
2021
- Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo
Synchronizing Live Video Streaming Players Via Consensus
European Control Conference, Virtual Conference, June 2021 (PDF)
