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MENTOR - Machine-learning based control of complex multi-agent systems
for search and rescue operations in natural disasters

Publications

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Author

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2024 Italo Napolitano, Andrea Lama, Francesco De Lellis, Mario di Bernardo Submitted to the European Control Conference 2025 (ECC25) Emergent Cooperative Strategies for Multi-Agent Shepherding via Reinforcement Learning arxiv/2411.05454
2024 Gian Carlo Maffettone, Lorenzo Liguori, Eduardo Palermo, Mario di Bernardo, Maurizio Porfiri IEEE Transactions on Control Systems Technology Mixed Reality Environment and High-Dimensional Continuification Control for Swarm Robotics ieeexplore/10614946
2024 Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi, Mario di Bernardo  IEEE Transactions on Control  Systems Technology Guaranteeing Control Requirements via Reward Shaping in Reinforcement Learning ieeexplore/10534075
2024 Andrea Lama, Mario di Bernardo Physical Review Research Shepherding and herdability in complex multiagent systems journals.aps.org/b6072Y61
2024 Gian Carlo Maffettone, Alain Boldini, Maurizio Porfiri, Mario di Bernardo Submitted to IEEE Transaction on Automatic Control Leader-Follower Density Control of Spatial Dynamics in Large-Scale Multi-Agent Systems arxiv/2406.01804
2024 Gian Carlo Maffettone, Mario di Bernardo, Maurizio Porfiri accepted for pubblication in the proceedings and presentation at, the 63rd Conference on Decision and Control (CDC), Milan, 2024 High-dimensional continuification control of large-scale multi-agent systems under limited sensing and perturbations arxiv/2403.17191