
PhD Student in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 35th cycle (2019-2022)
Department of Electronics and Telecommunications (DET)
Profile
PhD
Thesis title
Machine Learning Algorithms for Robotic Navigation and Perception and Embedded Implementation Techniques
Research topic
Machine-Learning Based Optimization of Navigation Algorithms and embedded implementation techniques
Tutors
Research presentation
Research interests
Biography
Teaching
Teachings
Master of Science
- Electronic systems for mechatronics. A.A. 2019/20, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
- Electronic systems for mechatronics. A.A. 2020/21, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
- Electronic systems for mechatronics. A.A. 2021/22, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
- Challenge@PoliTo by Students - Artificial Intelligence: Shape the future. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Publications
Latest publications View all publications in Porto@Iris
- Angarano, Simone; Salvetti, Francesco; Martini, Mauro; Chiaberge, Marcello (2023)
Generative Adversarial Super-Resolution at the edge with knowledge distillation. In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 123B. ISSN 0952-1976
Contributo su Rivista - Salvetti, Francesco; Angarano, Simone; Martini, Mauro; Cerrato, Simone; Chiaberge, ... (2023)
Waypoint Generation in Row-Based Crops with Deep Learning and Contrastive Clustering. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022, Grenoble (France), September 19–23, 2022, pp. 203-218. ISSN 1611-3349. ISBN: 978-3-031-26422-1
Contributo in Atti di Convegno (Proceeding) -
Marchionna, Luca; Pugliese, Giulio; Martini, Mauro; Angarano, Simone; Salvetti, ... (2023)
Deep Instance Segmentation and Visual Servoing to Play Jenga with a Cost-Effective Robotic System. In: SENSORS, vol. 32. ISSN 1424-8220
Contributo su Rivista -
Martini, Mauro; Cerrato, Simone; Salvetti, Francesco; Angarano, Simone; Chiaberge, ... (2022)
Position-agnostic autonomous navigation in vineyards with Deep Reinforcement Learning. In: 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE), Mexico City (Mexico), August 20-24, 2022, pp. 477-484. ISSN 2161-8070. ISBN: 978-1-6654-9042-9
Contributo in Atti di Convegno (Proceeding) -
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