| Kafnets: Kernel-based non-parametric activation functions for neural networks S Scardapane, S Van Vaerenbergh, S Totaro, A Uncini Neural Networks 110, 19-32, 2019 | 83 | 2019 |
| Lifelong control of off-grid microgrid with model-based reinforcement learning S Totaro, I Boukas, A Jonsson, B Cornélusse Energy 232, 121035, 2021 | 38 | 2021 |
| A non-parametric softmax for improving neural attention in time-series forecasting S Totaro, A Hussain, S Scardapane Neurocomputing 381, 177-185, 2020 | 27 | 2020 |
| Kafnets: kernel-based non-parametric activation functions for neural networks S Scardapane, S Van Vaerenbergh, S Totaro, A Uncini arXiv preprint arXiv:1707.04035, 2017 | 18 | 2017 |
| A general class of surrogate functions for stable and efficient reinforcement learning S Vaswani, O Bachem, S Totaro, R Müller, S Garg, M Geist, MC Machado, ... arXiv preprint arXiv:2108.05828, 2021 | 15 | 2021 |
| Sql injections and reinforcement learning: An empirical evaluation of the role of action structure M Del Verme, ĹĹ Sommervoll, L Erdődi, S Totaro, FM Zennaro Secure IT Systems: 26th Nordic Conference, NordSec 2021, Virtual Event …, 2021 | 10 | 2021 |
| Hierarchical reinforcement learning for efficient exploration and transfer L Steccanella, S Totaro, D Allonsius, A Jonsson arXiv preprint arXiv:2011.06335, 2020 | 10 | 2020 |
| A functional mirror ascent view of policy gradient methods with function approximation S Vaswani, O Bachem, S Totaro, R Mueller, M Geist, MC Machado, ... arXiv preprint arXiv:2108.05828, 2021 | 8 | 2021 |
| Hierarchical representation learning for markov decision processes L Steccanella, S Totaro, A Jonsson Conference on Lifelong Learning Agents, 568-585, 2023 | 7 | 2023 |
| Adaptive smoothing for path integral control D Thalmeier, HJ Kappen, S Totaro, V Gómez Journal of Machine Learning Research 21 (191), 1-37, 2020 | 6 | 2020 |
| Fast stochastic kalman gradient descent for reinforcement learning S Totaro, A Jonsson Learning for Dynamics and Control, 1118-1129, 2021 | 3 | 2021 |
| Recurrent neural networks with flexible gates using kernel activation functions S Scardapane, S Van Vaerenbergh, D Comminiello, S Totaro, A Uncini 2018 IEEE 28th International Workshop on Machine Learning for Signal …, 2018 | 3 | 2018 |
| TradingStone: Benchmark for Multi-Action and Adversarial Games M Del Verme, S Totaro, W Ling | | 2020 |
