Simone Totaro - RankMe

14 papers A 1Journal 9Unranked 4

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Hierarchical Representation Learning for Markov Decision Processes. CoLLAs Lorenzo Steccanella, Simone Totaro, Anders Jonsson
2022	A	`conf`	A general class of surrogate functions for stable and efficient reinforcement learning. AISTATS Sharan Vaswani, Olivier Bachem, Simone Totaro, Robert Müller, Shivam Garg, Matthieu Geist, Marlos C. Machado, Pablo Samuel Castro, Nicolas Le Roux
2021	J	`jnl`	A functional mirror ascent view of policy gradient methods with function approximation. CoRR Sharan Vaswani, Olivier Bachem, Simone Totaro, Robert Mueller, Matthieu Geist, Marlos C. Machado, Pablo Samuel Castro, Nicolas Le Roux
2021	—	`conf`	Fast Stochastic Kalman Gradient Descent for Reinforcement Learning. L4DC Simone Totaro, Anders Jonsson
2021	J	`jnl`	Hierarchical Representation Learning for Markov Decision Processes. CoRR Lorenzo Steccanella, Simone Totaro, Anders Jonsson
2021	—	`conf`	SQL Injections and Reinforcement Learning: An Empirical Evaluation of the Role of Action Structure. NordSec Manuel Del Verme, Åvald Åslaugson Sommervoll, László Erdödi, Simone Totaro, Fabio Massimo Zennaro
2020	J	`jnl`	A non-parametric softmax for improving neural attention in time-series forecasting. Neurocomputing Simone Totaro, Amir Hussain, Simone Scardapane
2020	J	`jnl`	Adaptive Smoothing Path Integral Control. CoRR Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez
2020	J	`jnl`	Adaptive Smoothing for Path Integral Control. J. Mach. Learn. Res. Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez
2020	J	`jnl`	Hierarchical reinforcement learning for efficient exploration and transfer. CoRR Lorenzo Steccanella, Simone Totaro, Damien Allonsius, Anders Jonsson
2020	J	`jnl`	Lifelong Control of Off-grid Microgrid with Model Based Reinforcement Learning. CoRR Simone Totaro, Ioannis Boukas, Anders Jonsson, Bertrand Cornélusse
2019	J	`jnl`	Kafnets: Kernel-based non-parametric activation functions for neural networks. Neural Networks Simone Scardapane, Steven Van Vaerenbergh, Simone Totaro, Aurelio Uncini
2018	J	`jnl`	Recurrent Neural Networks with Flexible Gates using Kernel Activation Functions. CoRR Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Simone Totaro, Aurelio Uncini
2018	—	`conf`	Recurrent Neural Networks with flexible Gates using Kernel activation Functions. MLSP Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Simone Totaro, Aurelio Uncini