Simone Totaro

According to our database1, Simone Totaro authored at least 10 papers between 2018 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2021
A functional mirror ascent view of policy gradient methods with function approximation.
CoRR, 2021

Hierarchical Representation Learning for Markov Decision Processes.
CoRR, 2021

SQL Injections and Reinforcement Learning: An Empirical Evaluation of the Role of Action Structure.
Proceedings of the Secure IT Systems - 26th Nordic Conference, NordSec 2021, Virtual Event, 2021

Fast Stochastic Kalman Gradient Descent for Reinforcement Learning.
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

2020
Adaptive Smoothing for Path Integral Control.
J. Mach. Learn. Res., 2020

A non-parametric softmax for improving neural attention in time-series forecasting.
Neurocomputing, 2020

Hierarchical reinforcement learning for efficient exploration and transfer.
CoRR, 2020

Lifelong Control of Off-grid Microgrid with Model Based Reinforcement Learning.
CoRR, 2020

2019
Kafnets: Kernel-based non-parametric activation functions for neural networks.
Neural Networks, 2019

2018
Recurrent Neural Networks with flexible Gates using Kernel activation Functions.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018


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