37 citations · 116 across the 12 of their papers we have counts for
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cs.LG2019★ 6 cited
Learning Index Selection with Structured Action Spaces
Jeremy Welborn, Michael Schaarschmidt, Eiko Yoneki
Configuration spaces for computer systems can be challenging for traditional and automatic tuning strategies. Injecting task-specific knowledge into the tuner for a task may allow…
cs.LG2019
Wield: Systematic Reinforcement Learning With Progressive Randomization
Michael Schaarschmidt, Kai Fricke, Eiko Yoneki
Reinforcement learning frameworks have introduced abstractions to implement and execute algorithms at scale. They assume standardized simulator interfaces but are not concerned wit…