Alberto Sinigaglia

12 papers A* 1Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations. ICML Davide Sartor, Alberto Sinigaglia, Gian Antonio Susto
2025	J	`jnl`	Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations. CoRR Davide Sartor, Alberto Sinigaglia, Gian Antonio Susto
2025	J	`jnl`	Edge Delayed Deep Deterministic Policy Gradient: Efficient Continuous Control for Edge Scenarios. IEEE Trans Autom. Sci. Eng. Alberto Sinigaglia, Niccolò Turcato, Ruggero Carli, Gian Antonio Susto
2025	J	`jnl`	Finetuning Deep Reinforcement Learning Policies with Evolutionary Strategies for Control of Underactuated Robots. CoRR Marco Calì, Alberto Sinigaglia, Niccolò Turcato, Ruggero Carli, Gian Antonio Susto
2025	J	`jnl`	Multi-layer Abstraction for Nested Generation of Options (MANGO) in Hierarchical Reinforcement Learning. CoRR Alessio Arcudi, Davide Sartor, Alberto Sinigaglia, Vincent François-Lavet, Gian Antonio Susto
2025	J	`jnl`	Reinforcement Learning for Robust Athletic Intelligence: Lessons from the 2nd 'AI Olympics with RealAIGym' Competition. CoRR Felix Wiebe, Niccolò Turcato, Alberto Dalla Libera, Jean Seong Bjorn Choe, BumKyu Choi, Tim Lukas Faust, Habib Maraqten, Erfan Aghadavoodi, Marco Calì, Alberto Sinigaglia, Giulio Giacomuzzo, Diego Romeres, Jong-Kook Kim, Gian Antonio Susto, Shubham Vyas, Dennis Mronga, Boris Belousov, Jan Peters, Frank Kirchner, Shivesh Kumar
2025	J	`jnl`	Simple and Effective Specialized Representations for Fair Classifiers. CoRR Alberto Sinigaglia, Davide Sartor, Marina Ceccon, Gian Antonio Susto
2024	J	`jnl`	AI Olympics challenge with Evolutionary Soft Actor Critic. CoRR Marco Calì, Alberto Sinigaglia, Niccolò Turcato, Ruggero Carli, Gian Antonio Susto
2024	J	`jnl`	Adversarially Robust Fault Zone Prediction in Smart Grids With Bayesian Neural Networks. IEEE Access Emad Efatinasab, Alberto Sinigaglia, Nahal Azadi, Gian Antonio Susto, Mirco Rampazzo
2024	J	`jnl`	Edge Delayed Deep Deterministic Policy Gradient: efficient continuous control for edge scenarios. CoRR Alberto Sinigaglia, Niccolò Turcato, Ruggero Carli, Gian Antonio Susto
2024	J	`jnl`	Exploiting Estimation Bias in Deep Double Q-Learning for Actor-Critic Methods. CoRR Alberto Sinigaglia, Niccolò Turcato, Alberto Dalla Libera, Ruggero Carli, Gian Antonio Susto
2024	J	`jnl`	On the limitations of adversarial training for robust image classification with convolutional neural networks. Inf. Sci. Mattia Carletti, Alberto Sinigaglia, Matteo Terzi, Gian Antonio Susto