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Sequential Policy Gradient for Adaptive Hyperparameter Optimization

Published in ArXiv.org • Jun 18, 2025
NobleIDNI0P21W13R06S91
Authors:
Zheng Li
,
Jerry Cheng
,
Huanying Gu

Abstract

Reinforcement learning is essential for neural architecture search and hyperparameter optimization, but the conventional approaches impede widespread use due to prohibitive time and computational costs. Inspired by DeepSeek-V3 multi-token prediction architecture, we propose Sequential Policy Gradien...

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