SUSTO, GIAN ANTONIO
SUSTO, GIAN ANTONIO
Dipartimento di Ingegneria dell'Informazione - DEI
A Deep Learning Approach for Aluminum Corrosion Recognition in Semiconductor Manufacturing
2025 Binotto, S.; Brunelli, L.; Barusco, M.; Masiero, C.; Susto, G. A.
A Fairness-Oriented Multi-Objective Reinforcement Learning approach for Autonomous Intersection Management
2025 Cederle, M.; Fabris, M.; Susto, G. A.
A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services
2025 Cederle, Matteo; Piron, Luca Vittorio; Ceccon, Marina; Chiariotti, Federico; Fabris, Alessandro; Fabris, Marco; Susto, Gian Antonio
A Quantile Regression Approach for Remaining Useful Life Estimation with State Space Models
2025 Frizzo, D.; Borsatti, F.; Susto, G. A.
Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations
2025 Sartor, Davide; Sinigaglia, Alberto; Susto, GIAN ANTONIO
An Inherently Explainable Approach for Reinforcement Learning Based Dispatching in Semiconductor Frontend Fabs
2025 Immordino, A.; Stockermann, P.; Altenmuller, T.; Susto, G. A.; Seidel, G.; Wye, C.
Batch-querying Strategies in Bayesian Active Learning Isolation Forests
2025 Kalb, Thorsten Albert; Sartor, D.; Baz Radwan, F.; Zaccaria, V.; Masiero, C.; Susto, G. A.
Continual learning approaches for anomaly detection
2025 Pezze, Davide Dalle; Anello, Eugenia; Masiero, Chiara; Susto, Gian Antonio
Continual Learning for Behavior-based Driver Identification
2025 Fanan, Mattia; Dalle Pezze, Davide; Efatinasab, Emad; Carli, Ruggero; Rampazzo, Mirco; Susto, Gian Antonio
Deep Reinforcement Learning for Autonomous Navigation: Sim-to-Real Transfer on TurtleBots
2025 Dal Nevo, M.; Turcato, N.; Sinigaglia, A.; Lorigiola, R.; Casadei, O.; Carli, R.; Cenedese, A.; Susto, G. A.
Domain Adaptation for Image Classification of Defects in Semiconductor Manufacturing
2025 Barusco, M.; Dalle Pezze, D.; Gentner, N.; Poniatowski, A.; Salti, S.; Susto, G. A.
Edge Delayed Deep Deterministic Policy Gradient: Efficient Continuous Control for Edge Scenarios
2025 Sinigaglia, Alberto; Turcato, Niccolò; Carli, Ruggero; Antonio Susto, Gian
Enhancing Usability in Concept Bottleneck Models via Grouped Concept Intervention
2025 Zaccaria, Valentina; Susto, Gian Antonio
Evaluating Modern Visual Anomaly Detection Approaches in Semiconductor Manufacturing: A Comparative Study
2025 Barusco, M.; Borsatti, F.; Ben Khalifa, Y.; Dalle Pezze, D.; Susto, G. A.
Experience: Bridging Data Measurement and Ethical Challenges with Extended Data Briefs
2025 Rondina, Marco; Vetrò, Antonio; Fabris, Alessandro; Silvello, Gianmaria; Susto, Gian Antonio; Torchiano, Marco; De Martin, Juan Carlos
Explainable AI for reinforcement learning based dynamic scheduling solutions in semiconductor manufacturing
2025 Immordino, Alessandro; Stöckermann, Patrick; Hayen, Niels; Altenmüller, Thomas; Susto, Gian Antonio; Gebser, Martin; Schekotihin, Konstantin; Seidel, Georg
Explainable Anomaly Detection for Electric Vehicles Charging Stations
2025 Cederle, M.; Mazzucco, A.; Susto, G. A.
Exploiting Estimation Bias in Clipped Double Q-Learning for Continous Control Reinforcement Learning Tasks
2025 Turcato, N.; Sinigaglia, A.; Dalla Libera, A.; Carli, R.; Susto, G. A.
Fairness Evolution in Continual Learning for Medical Imaging
2025 Ceccon, M.; Dalle Pezze, D.; Fabris, A.; Susto, G. A.
Finetuning Deep Reinforcement Learning Policies with Evolutionary Strategies for Control of Underactuated Robots
2025 Cal\ì, M.; Sinigaglia, A.; Turcato, N.; Carli, R.; Susto, G. A.