SelfSearch: Reward-Free Search for Self-Improving Agents.

arXiv:2609.37968v2 Announce Type: replace Abstract: Advances in the coding capabilities of LLM agents allow them to inspect and modify their own instructions, tools, and execution procedures. Existing approaches use this ability to search for improved agents t