Differenze tra le versioni di "GioacchinoManfredi"

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.

• Deep Reinforcement Learning
• QoE and QoS management for video streaming services
• Lyapunov Neural Networks
• Nonlinear Control
• Cyber-physiscal systems

2025

• Giada Lops, Gioacchino Manfredi, Vito Andrea Racanelli, Luca De Cicco, Saverio Mascolo
  Safe Learning-based Automated Insulin Delivery for Personalized Type 1 Diabetes Treatment
  Special Session SMCs-DAY: Data-Driven Control for Human-Machine Systems, Automatica.it 2025, Perugia and Assisi, Italy, Sept. 2025

• Giada Lops, Gioacchino Manfredi, Vito Andrea Racanelli, Luca De Cicco, Saverio Mascolo
  POSTER: Safety-Aware Deep-RL for Automated Insulin Delivery: Toward Inclusive Diabetes Care
  Workshop “Empowering Women in Science: Control Strategies to Close the Diversity and Inclusion Gap, Bari, Italy, June 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)