Publications

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2023
European Robotics League: Benchmarking through Smart City Robot Competitions, Studley, Matthew, Carter Sarah, Perez-Grau Francisco J., Viguria Antidio, Ferri Gabriele, Ferreira Fausto, Nair Deebul, Schneider Sven, Plöger Paul G., Lima Pedro U., et al. , Volume {False}, Number {False}, p.False-False, (2023)
European Robotics League: Benchmarking through Smart City Robot Competitions, Studley, Matthew, Carter Sarah, Perez-Grau Francisco J., Viguria Antidio, Ferri Gabriele, Ferreira Fausto, Nair Deebul, Schneider Sven, Plöger Paul G., Lima Pedro U., et al. , Volume {False}, Number {False}, p.False-False, (2023)
Exploiting Multiple Abstractions in Episodic RL via Reward Shaping, Cipollone, R., De Giacomo G., Favorito M., Iocchi L., and Patrizi F. , Volume {37}, Number {False}, p.7227-7234, (2023)
Eye-Tracking System with Low-End Hardware: Development and Evaluation, Iacobelli, E., Ponzi V., Russo S., and Napoli C. , INFORMATION, Volume {14}, Number {12}, p.False-False, (2023)
A formalization of multi-agent planning with explicit agent representation, Trapasso, Alessandro, Santilli Sofia, Iocchi Luca, and Patrizi Fabio , Volume {False}, Number {False}, p.816-823, (2023)
Scalable and Cooperative Deep Reinforcement Learning Approaches for Multi-UAV Systems: A Systematic Review, Frattolillo, Francesco, Brunori Damiano, and Iocchi Luca , DRONES, Volume {7}, Number {4}, p.236-False, (2023)
Scalable and Cooperative Deep Reinforcement Learning Approaches for Multi-UAV Systems: A Systematic Review, Frattolillo, Francesco, Brunori Damiano, and Iocchi Luca , DRONES, Volume {7}, Number {4}, p.236-False, (2023)
Unsupervised Pose Estimation by Means of an Innovative Vision Transformer, Brandizzi, N., Fanti A., Gallotta R., Russo S., Iocchi L., Nardi D., and Napoli C. , Volume {13589}, Number {False}, p.3-20, (2023)
Unsupervised Pose Estimation by Means of an Innovative Vision Transformer, Brandizzi, N., Fanti A., Gallotta R., Russo S., Iocchi L., Nardi D., and Napoli C. , Volume {13589}, Number {False}, p.3-20, (2023)
Unsupervised Pose Estimation by Means of an Innovative Vision Transformer, Brandizzi, N., Fanti A., Gallotta R., Russo S., Iocchi L., Nardi D., and Napoli C. , Volume {13589}, Number {False}, p.3-20, (2023)
2022
An Automatic CNN-based Face Mask Detection Algorithm Tested During the COVID-19 Pandemics, De Magistris, G., Iacobelli E., Brociek R., and Napoli C. , Volume {3398}, Number {False}, p.36-41, (2022)
An Automatic CNN-based Face Mask Detection Algorithm Tested During the COVID-19 Pandemics, De Magistris, G., Iacobelli E., Brociek R., and Napoli C. , Volume {3398}, Number {False}, p.36-41, (2022)
A Hierarchical Framework for Collaborative Artificial Intelligence, Crowley, James L., Coutaz Joelle, Grosinger Jasmin, Vazquez-Salceda Javier, Angulo Cecilio, Sanfeliu Alberto, Iocchi Luca, and Cohn Anthony G. , IEEE PERVASIVE COMPUTING, Volume {False}, Number {False}, p.1-10, (2022)
A Hierarchical Framework for Collaborative Artificial Intelligence, Crowley, James L., Coutaz Joelle, Grosinger Jasmin, Vazquez-Salceda Javier, Angulo Cecilio, Sanfeliu Alberto, Iocchi Luca, and Cohn Anthony G. , IEEE PERVASIVE COMPUTING, Volume {False}, Number {False}, p.1-10, (2022)
A Hierarchical Framework for Collaborative Artificial Intelligence, Crowley, James L., Coutaz Joelle, Grosinger Jasmin, Vazquez-Salceda Javier, Angulo Cecilio, Sanfeliu Alberto, Iocchi Luca, and Cohn Anthony G. , IEEE PERVASIVE COMPUTING, Volume {False}, Number {False}, p.1-10, (2022)
A Hierarchical Framework for Collaborative Artificial Intelligence, Crowley, James L., Coutaz Joelle, Grosinger Jasmin, Vazquez-Salceda Javier, Angulo Cecilio, Sanfeliu Alberto, Iocchi Luca, and Cohn Anthony G. , IEEE PERVASIVE COMPUTING, Volume {False}, Number {False}, p.1-10, (2022)
Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset, Pepe, S., Tedeschi S., Brandizzi N., Russo S., Iocchi L., and Napoli C. , OBM NEUROBIOLOGY, Volume {6}, Number {4}, p.1-1, (2022)
Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset, Pepe, S., Tedeschi S., Brandizzi N., Russo S., Iocchi L., and Napoli C. , OBM NEUROBIOLOGY, Volume {6}, Number {4}, p.1-1, (2022)
Human Attention Assessment Using A Machine Learning Approach with GAN-based Data Augmentation Technique Trained Using a Custom Dataset, Pepe, S., Tedeschi S., Brandizzi N., Russo S., Iocchi L., and Napoli C. , OBM NEUROBIOLOGY, Volume {6}, Number {4}, p.1-1, (2022)
Image Classification With Small Datasets: Overview and Benchmark, Brigato, L., Barz B., Iocchi L., and Denzler J. , IEEE ACCESS, Volume {10}, Number {False}, p.49233-49250, (2022)
A Methodology to Design and Evaluate HRI Teaming Tasks in Robotic Competitions, Marrella, Andrea, Wang Lun, Iocchi Luca, and Nardi Daniele , ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION, Volume {False}, Number {False}, p.1-22, (2022)
A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction, Ponzi, V., Iacobelli E., Napoli C., and Starczewski J. , Volume {3398}, Number {False}, p.52-58, (2022)
Therapeutic educational robot enhancing social interactions in the management of obesity, Prosperi, E., Guidi G., Napoli C., Gnessi L., and Iocchi L. , FRONTIERS IN ROBOTICS AND AI, Volume {9}, Number {False}, p.895039-False, (2022)
Therapeutic educational robot enhancing social interactions in the management of obesity, Prosperi, E., Guidi G., Napoli C., Gnessi L., and Iocchi L. , FRONTIERS IN ROBOTICS AND AI, Volume {9}, Number {False}, p.895039-False, (2022)
Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction, DE MAGISTRIS, Giorgio, Caprari Riccardo, Castro Giulia, Russo Samuele, Iocchi Luca, Nardi Daniele, and Napoli Christian , Volume {13196}, Number {False}, p.310-325, (2022)
Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction, DE MAGISTRIS, Giorgio, Caprari Riccardo, Castro Giulia, Russo Samuele, Iocchi Luca, Nardi Daniele, and Napoli Christian , Volume {13196}, Number {False}, p.310-325, (2022)
Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction, DE MAGISTRIS, Giorgio, Caprari Riccardo, Castro Giulia, Russo Samuele, Iocchi Luca, Nardi Daniele, and Napoli Christian , Volume {13196}, Number {False}, p.310-325, (2022)
Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction, DE MAGISTRIS, Giorgio, Caprari Riccardo, Castro Giulia, Russo Samuele, Iocchi Luca, Nardi Daniele, and Napoli Christian , Volume {13196}, Number {False}, p.310-325, (2022)
2021
Delivering resources for augmented reality by UAVs: a reinforcement learning approach, Brunori, Damiano, Colonnese Stefania, Cuomo Francesca, Flore Giovanna, and Iocchi Luca , FRONTIERS IN COMMUNICATIONS AND NETWORKS, Volume {2}, Number {False}, p.1-14, (2021)
Delivering resources for augmented reality by UAVs: a reinforcement learning approach, Brunori, Damiano, Colonnese Stefania, Cuomo Francesca, Flore Giovanna, and Iocchi Luca , FRONTIERS IN COMMUNICATIONS AND NETWORKS, Volume {2}, Number {False}, p.1-14, (2021)
Exploiting Time Dynamics for One-Class and Open-Set Anomaly Detection, Brigato, L., Sartea R., Simonazzi S., Farinelli A., Iocchi L., and Napoli C. , Volume {12855}, Number {False}, p.137-148, (2021)
Il progetto Lab2Go per la diffusione della pratica laboratoriale nell’insegnamento delle discipline STEM nelle scuole secondarie di II grado, Andreotti, Mirco, Astone Pia, Campana Donatella, Capotorti Giulia, Cartoni Antonella, Casaburo Fausto, Cavanna Francesca, Cibinetto Gianluigi, Cort Antonella Dalla, De Bonis Giulia, et al. , Volume {False}, Number {False}, p.False-False, (2021)
Lab2Go: a project for supporting laboratory practice in teaching STEM disciplines in high school, Andretti, Mirco, Astone Pia, Campana Donatella, Casaburo Fausto, Cartoni Antonella, Cavanna Francesca, Cibinetto Gianluigi, Cort Antonella Dalla, De Bonis Giulia, Seta Marta Dalla, et al. , Volume {False}, Number {False}, p.False-False, (2021)
Learning Newtonian Physics through Programming Robot Experiments, Ferrarelli, P., and Iocchi L. , TECHNOLOGY, KNOWLEDGE AND LEARNING, Volume {False}, Number {False}, p.False-False, (2021)
Learning Newtonian Physics through Programming Robot Experiments, Ferrarelli, P., and Iocchi L. , TECHNOLOGY, KNOWLEDGE AND LEARNING, Volume {False}, Number {False}, p.False-False, (2021)
A reinforcement learning environment for multi-service UAV-enabled wireless systems, Brunori, D., Colonnese S., Cuomo F., and Iocchi L. , Volume {False}, Number {False}, p.251-256, (2021)
RLupus: Cooperation through emergent communication in the Werewolf social deduction game, Brandizzi, N., Grossi D., and Iocchi L. , INTELLIGENZA ARTIFICIALE, Volume {15}, Number {2}, p.55-70, (2021)
RLupus: Cooperation through emergent communication in the Werewolf social deduction game, Brandizzi, N., Grossi D., and Iocchi L. , INTELLIGENZA ARTIFICIALE, Volume {15}, Number {2}, p.55-70, (2021)
RoboCup 2021 Worldwide: A Successful Robotics Competition during a Pandemic [Competitions], Stone, P., Iocchi L., Tonidandel F., and Zhou C. , IEEE ROBOTICS AND AUTOMATION MAGAZINE, Volume {28}, Number {4}, p.114-119, (2021)
RoboCup 2021 Worldwide: A Successful Robotics Competition during a Pandemic [Competitions], Stone, P., Iocchi L., Tonidandel F., and Zhou C. , IEEE ROBOTICS AND AUTOMATION MAGAZINE, Volume {28}, Number {4}, p.114-119, (2021)
RoboCup@Home Education: A New Format for Educational Competitions, Iocchi, L., Tan J. T. C., and Castro S. , Volume {False}, Number {False}, p.235-242, (2021)
Static analysis of PE files using neural network techniques for a pocket tool, A, F. H. Fonseca, Ferracci S., Palmaro F., Iocchi L., Nardi D., and Franchina L. , Volume {False}, Number {False}, p.01-06, (2021)
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification, Brigato, L., Barz B., Iocchi L., and Denzler J. , Volume {2021-}, Number {False}, p.1071-1080, (2021)
2020
Building an Aerial-Ground Robotics System for Precision Farming: An Adaptable Solution, Pretto, A., Aravecchia S., Burgard W., Chebrolu N., Dornhege C., Falck T., Fleckenstein F. V., Fontenla A., Imperoli M., Khanna R., et al. , IEEE ROBOTICS AND AUTOMATION MAGAZINE, Volume {False}, Number {False}, p.False-False, (2020)
Building an Aerial-Ground Robotics System for Precision Farming: An Adaptable Solution, Pretto, A., Aravecchia S., Burgard W., Chebrolu N., Dornhege C., Falck T., Fleckenstein F. V., Fontenla A., Imperoli M., Khanna R., et al. , IEEE ROBOTICS AND AUTOMATION MAGAZINE, Volume {False}, Number {False}, p.False-False, (2020)
A Close Look at Deep Learning with Small Data, Brigato, Lorenzo, and Iocchi Luca , 25th International Conference on Pattern Recognition, (2020)
A cloud-oriented architecture for the remote assessment and follow-up of hospitalized patients, Illari, S. I., Russo S., Avanzato R., and Napoli C. , Volume {2694}, Number {False}, p.29-35, (2020)
A cloud-oriented architecture for the remote assessment and follow-up of hospitalized patients, Illari, S. I., Russo S., Avanzato R., and Napoli C. , Volume {2694}, Number {False}, p.29-35, (2020)
A cloud-oriented architecture for the remote assessment and follow-up of hospitalized patients, Illari, S. I., Russo S., Avanzato R., and Napoli C. , Volume {2694}, Number {False}, p.29-35, (2020)
Deep learning-based pixel-wise lesion segmentation on oral squamous cell carcinoma images, Martino, F., Bloisi D. D., Pennisi A., Fawakherji M., Ilardi G., Russo D., Nardi D., Staibano S., and Merolla F. , APPLIED SCIENCES, Volume {10}, Number {22}, p.1-14, (2020)

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