AINeutralarXiv – CS AI · 18h ago6/10
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Online Agent-as-a-Judge: Situation-Generating Evaluation for Interactive Agents
Researchers propose Online Agent-as-a-Judge, a new evaluation framework that uses an in-world evaluator agent to actively test LLM-powered interactive agents across specific social scenarios. Unlike passive evaluation methods, this approach generates targeted situations to reveal behaviors that might otherwise remain unobserved, improving assessment reliability in complex multi-agent environments.