Search Results for author: Balazs Kulcsar

Found 4 papers, 1 papers with code

Incremental Exponential Stability of the Unidirectional Flow Model

no code implementations18 Dec 2023 Sondre Wiersdalen, Mike Pereira, Annika Lang, Gabor Szederkenyi, Jean Auriol, Balazs Kulcsar

Suitable conditions are given on the input function such that the solutions to the model converge to each other at an exponential rate.

On the Interpretability of Regularisation for Neural Networks Through Model Gradient Similarity

no code implementations25 May 2022 Vincent Szolnoky, Viktor Andersson, Balazs Kulcsar, Rebecka Jörnsten

Most complex machine learning and modelling techniques are prone to over-fitting and may subsequently generalise poorly to future data.

Deep Q-learning: a robust control approach

1 code implementation21 Jan 2022 Balazs Varga, Balazs Kulcsar, Morteza Haghir Chehreghani

The role of the target network is overtaken by the control input, which also exploits the temporal dependency of samples (opposed to a randomized memory buffer).

OpenAI Gym Q-Learning +1

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