most citedGAN-based Intrinsic Exploration For Sample Efficient Reinforcement Learning

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cs.LG2022★ 1 cited

GAN-based Intrinsic Exploration For Sample Efficient Reinforcement Learning

Doğay Kamar, Nazım Kemal Üre, Gözde Ünal

In this study, we address the problem of efficient exploration in reinforcement learning. Most common exploration approaches depend on random action selection, however these approa…

cs.LG2021

A Comparative Study of Machine Learning Methods for Predicting the Evolution of Brain Connectivity from a Baseline Timepoint

Şeymanur Aktı, Doğay Kamar, Özgür Anıl Özlü +4

Predicting the evolution of the brain network, also called connectome, by foreseeing changes in the connectivity weights linking pairs of anatomical regions makes it possible to sp…