Discrete Natural Evolution Strategies
March 30, 2024 ยท Declared Dead ยท ๐ 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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