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DACBench: Benchmarking Dynamic Algorithm Configuration

DACBench: Benchmarking Dynamic Algorithm Configuration | IJCAI 2021

#DACBench #Benchmarking #Dynamic #Algorithm #Configuration

“AutoML Freiburg Hannover Tübingen”

Dynamic Algorithm Configuration (DAC) has shown to outperform static hyperparameter values in some fields like Evolutionary Computing or AI Planning. Benchmarking DAC algorithms, however, is challenging so far. DACBench, our benchmarking library for DAC, aims to sole these issues and make…

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