Boli Chen

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benchmark 1 forensic analysis 1 incident response 1 large language models 1 post-compromise 1

From the 1 of 3 linked papers with an AI index.

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cs.LG2026

ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking

Qiang Zhang, Boli Chen, Fanrui Zhang +14

Reinforcement learning has substantially improved the performance of LLM agents on tasks with verifiable outcomes, but it still struggles on open-ended agent tasks with vast soluti…