20 citations · 72 across the 37 of their papers we have counts for
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cs.LG2020★ 5 cited
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning
Arnu Pretorius, Scott Cameron, Elan van Biljon +6
Multi-agent reinforcement learning has recently shown great promise as an approach to networked system control. Arguably, one of the most difficult and important tasks for which la…
cs.CL2020★ 20 cited
On Optimal Transformer Depth for Low-Resource Language Translation
Elan van Biljon, Arnu Pretorius, Julia Kreutzer
Transformers have shown great promise as an approach to Neural Machine Translation (NMT) for low-resource languages. However, at the same time, transformer models remain difficult…