ES improves Pass@1 while attaining higher Pass@K than GRPO, unlike GRPO which exhibits entropy collapse

Empirically, unlike GRPO, which exhibits entropy collapse, ES improves Pass@1 while attaining higher Pass@K than GRPO.

http://arxiv.org/abs/2608.27351v1