Mauro Martini

Docente esterno e/o collaboratore didattico
Department of Electronics and Telecommunications (DET)

PhD Student in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36^th cycle (2020-2023)
Department of Electronics and Telecommunications (DET)

Profile

PhD

Research topic

AI/ML techniques and embedded real-time implementation for autonomous navigation in service robotics

Tutors

Marcello Chiaberge

Research interests

Big Data, Machine Learning, Neural Networks and Data Science

Mechatronics and robotics

Biography

Mauro Martini is a Ph.D. student in Electrical, Electronics and Communication Engineering at Politecnico di Torino. He received from the Politecnico di Torino a Master’s Degree in Mechatronic Engineering in 2020, with the thesis “Visual based local motion planner with Deep Reinforcement Learning”. He is now carrying out his research activity in collaboration with the Interdepartmental Centre for Service Robotics - PIC4SeR (https://pic4ser.polito.it/). His research interests currently involve autonomous navigation in service robotics. A particular focus is devoted to the application of deep reinforcement learning techniques to robotic tasks, making use of both simulation tools and different robotic platforms.

Teaching

Teachings

Master of Science

Electronic systems for mechatronics. A.A. 2022/23, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso

Publications

Latest publications View all publications in Porto@Iris

Eirale, Andrea; Martini, Mauro; Chiaberge, Marcello (2023)
RL-DWA Omnidirectional Motion Planning for Person Following in Domestic Assistance and Monitoring. In: 2023 9th International Conference on Automation, Robotics and Applications (ICARA), Abu Dhabi, United Arab Emirates, 10-12 February 2023, pp. 86-90. ISBN: 978-1-6654-8921-8
Contributo in Atti di Convegno (Proceeding)
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
Tagliavini, Luigi; Eirale, Andrea; Martini, Mauro; Gandini, Dario; Silvestri, Riccardo; ... (2022)
The Marvin Project: an Omni-Directional Robot for Home Assistance. In: 2022 I-RIM Conference, pp. 57-61
Contributo in Atti di Convegno (Proceeding)