Discrete Natural Evolution Strategies

March 30, 2024 ยท Declared Dead ยท ๐Ÿ› Tiny Papers @ ICLR

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Authors Ahmad Ayaz Amin arXiv ID 2404.00208 Category cs.NE: Neural & Evolutionary Cross-listed math.OC Citations 0 Venue Tiny Papers @ ICLR Last Checked 4 months ago
Abstract
Natural evolution strategies are a class of approximate-gradient black-box optimizers that have been successfully used for continuous parameter spaces. In this paper, we derive NES algorithms for discrete parameter spaces and demonstrate their effectiveness in tasks involving discrete parameters.
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