Differentiable Evolutionary Reinforcement Learning
Paper • 2512.13399 • Published • 22
The model for mathematical reasoning task training from MATH training set by DERL.
DERL is introduced in the paper Dual-Evolving Reinforcement Learning for Automated Reward Design.
Paper · Project page · Code
@misc{cheng2026dualevolvingreinforcementlearningautomated,
title={Dual-Evolving Reinforcement Learning for Automated Reward Design},
author={Sitao Cheng and Tianle Li and Xuhan Huang and Xunjian Yin and Difan Zou},
year={2026},
eprint={2512.13399},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2512.13399},
}