Papers with fixed optimization algorithms
Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement (2025.acl-long)
Copied to clipboard
| Challenge: | Existing agentic systems cannot search the whole design space due to the restriction of human-designed components. |
| Approach: | They propose a Gödel Agent framework that allows agents to recursively improve themselves without relying on fixed algorithms or fixed algorithms. |
| Outcome: | The proposed framework surpasses manual crafted agents in performance, efficiency, and generalizability. |