EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
arXiv:2510.13220v2 Announce Type: replace
Abstract: A fundamental limitation of current AI agents is their inability to learn complex skills on the fly at test time, often behaving like “clever but clueless interns” in novel environments. This severel…