#interactive-agents News & Analysis

2 articles tagged with #interactive-agents. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 96/10

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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.

AIBullisharXiv – CS AI · May 286/10

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GUI Agents for Continual Game Generation

Researchers introduce PlaytestArena and Play2Code, systems that use GUI agents to evaluate and iteratively improve game generation by having AI agents play games rather than relying on one-shot code generation. Play2Code achieves 66.8% success on game rubrics through a dialogue loop between coding and playing agents, significantly outperforming baseline approaches.