6 citations · 6 across the 2 of their papers we have counts for
3 papers
cs.LG2021
Training Electric Vehicle Charging Controllers with Imitation Learning
Martin Pilát
The problem of coordinating the charging of electric vehicles gains more importance as the number of such vehicles grows. In this paper, we develop a method for the training of con…
cs.NE2018
Online Parallel Portfolio Selection with Heterogeneous Island Model
Štěpán Balcar, Martin Pilát
We present an online parallel portfolio selection algorithm based on the island model commonly used for parallelization of evolutionary algorithms. In our case each of the islands…
cs.NE2018★ 6 cited
Controlling the Charging of Electric Vehicles with Neural Networks
Martin Pilát
We propose and evaluate controllers for the coordination of the charging of electric vehicles. The controllers are based on neural networks and are completely de-centralized, in th…