Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO

Yunpeng Ba, Zhi Zheng, Yue Xie +7

Evolution Strategies (ES) have recently emerged as a memory-efficient post-training paradigm for LLM reasoning. However, the optimization behavior of ES remains understudied, makin…