Search Results for author: Onur Çaylak

Found 2 papers, 1 papers with code

Meta-control of social learning strategies

1 code implementation18 Jun 2021 Anil Yaman, Nicolas Bredeche, Onur Çaylak, Joel Z. Leibo, Sang Wan Lee

Based on these findings, we hypothesized that meta-control of individual and social learning strategies provides effective and sample-efficient learning in volatile and uncertain environments.

A Kernel-based Machine Learning Approach to Computing Quasiparticle Energies within Many-Body Green's Functions Theory

no code implementations3 Dec 2020 Gianluca Tirimbó, Onur Çaylak, Björn Baumeier

In our proposed model, we use KRR as a self-adaptive surrogate model which reduces the number of explicit calculations of the SE.

Computational Physics Chemical Physics

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