Author

Alberto Sinigaglia

Observed names: A. Sinigaglia, Sinigaglia, Alberto

Institution: University of Padua

Observed institution: University of Padua

ORCID: 0009-0006-0404-6200

Observed ORCID: 0009-0006-0404-6200

OpenAlex ID: A5065568660

Adversarially Robust Fault Zone Prediction in Smart Grids With Bayesian Neural Networks

2024 · Emad Efatinasab, Alberto Sinigaglia, et al. · IEEE Access · 15

Reinforcement Learning for Robust Athletic Intel-ligence: Lessons Learned From the Second AI Olympics With RealAIGym Competition

2025 · Felix Wiebe, Niccolò Turcato, et al. · IEEE Robotics & Automation Magazine · 10

On the limitations of adversarial training for robust image classification with convolutional neural networks

2024 · Mattia Carletti, Alberto Sinigaglia, et al. · Information Sciences · 6

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Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations

2025 · Sartor, Davide, Sinigaglia, Alberto, et al. · arXiv (Cornell University) · 5

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Exploiting Estimation Bias in Clipped Double Q-Learning for Continous Control Reinforcement Learning Tasks

2025 · Niccolò Turcato, Alberto Sinigaglia, et al. · IFAC-PapersOnLine · 4

Edge Delayed Deep Deterministic Policy Gradient: Efficient Continuous Control for Edge Scenarios

2025 · Alberto Sinigaglia, Niccoló Turcato, et al. · IEEE Transactions on Automation Science and Engineering · 3

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AI Olympics challenge with Evolutionary Soft Actor Critic

2024 · Calì, Marco, Sinigaglia, Alberto, et al. · arXiv (Cornell University) · 3

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Finetuning Deep Reinforcement Learning Policies with Evolutionary Strategies for Control of Underactuated Robots

2025 · Marco Calì, Alberto Sinigaglia, et al. · IFAC-PapersOnLine · 2

Deep Reinforcement Learning for Autonomous Navigation: Sim-to-Real Transfer on TurtleBots

2025 · Matteo Dal Nevo, Niccolò Turcato, et al. · IFAC-PapersOnLine · 1

Learning-Augmented Optimization for Strategic Two-Echelon Spare Parts Network Design

2026 · Maragno, Donato, Caserta, Marco, et al. · arXiv (Cornell University)

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Leveraging Normalizing Flows for Policy Learning in the Competitive Two-Player Zero-Sum Game of Air Hockey

2026 · F. Boscolo Meneguolo, A. Sinigaglia, et al. · Padua Research Archive (University of Padova)

Mixup Buffer: Enhancing Soft Monotonicity with Dynamic Violation Replay

2026 · G. Visentin, A. Sinigaglia, et al. · Padua Research Archive (University of Padova)

Reinforcement Learning in Ultimate Tic-Tac-Toe: Benchmarking Strategic Complexity

2026 · E. D'Alberton, A. Sinigaglia, et al. · Padua Research Archive (University of Padova)

Reinforcement Learning, Optimization and Scheduling in Industry 5.0: Overview and Case studies

2026 · Alberto Sinigaglia, Riccardo De Monte, et al. · Híradástechnika/Infocommunications journal

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Multi-layer Abstraction for Nested Generation of Options (MANGO) in Hierarchical Reinforcement Learning

2025 · Alessio Arcudi, Davide Sartor, et al. · IFAC-PapersOnLine

Simple and Effective Specialized Representations for Fair Classifiers

2025 · Alberto Sinigaglia, Davide Sartor, et al. · neural information processing systems

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Works count: 16

Citation count: 49

H-index: 4

I10-index: 2