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Julien Siems
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Interpretable Reinforcement Learning via Neural Additive Models for Inventory Management


Mar 18, 2023
Julien Siems, Maximilian Schambach, Sebastian Schulze, Johannes S. Otterbach

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Bayesian Optimization-based Combinatorial Assignment


Aug 31, 2022
Jakob Weissteiner, Jakob Heiss, Julien Siems, Sven Seuken

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NAS-Bench-301 and the Case for Surrogate Benchmarks for Neural Architecture Search


Aug 22, 2020
Julien Siems, Lucas Zimmer, Arber Zela, Jovita Lukasik, Margret Keuper, Frank Hutter

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NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search


Jan 28, 2020
Arber Zela, Julien Siems, Frank Hutter

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* In: International Conference on Learning Representations (ICLR 2020); 20 pages, 20 figures 
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