ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking
Uses or discusses Deep Research · 2026-01-10
Method
Deep Research
Deep research is an advanced AI capability for comprehensive analysis and synthesis of complex topics, involving autonomous online searching, critical evaluation of vast amounts of information from multiple sources, and the creation of detailed, cited reports. Available in platforms like Gemini and ChatGPT, it functions as an intelligent assistant that can answer complex questions and provide in-depth, documented summaries or reports, similar to a human expert.
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