RLDISCOVER: LLM-driven co-evolution of reinforcement learning algorithms.

arXiv:2610.09218v1 Announce Type: new Abstract: LLM-guided program evolution has enabled discoveries in mathematics and computational optimization, raising the prospect of reinforcement learning (RL) algorithms that self-evolve to improve how agents learn. How