Role-Agent Bootstraps LLM Agents via Dual-Role Evolution
arXiv (via HuggingFace Daily Papers)·low signal
Role-Agent (arXiv 2606.10917) improves LLM agents through 'dual-role evolution,' co-developing complementary roles during training to strengthen capability without external supervision. It's an unsupervised self-play-style angle on building more capable agents from a frozen base model.