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GPAgentBench-2K: Benchmarking Large Language Model Agents in Complex Clinical Action Space

Chen, Boqi et al.
arXiv (All) · Papers
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computation-and-language
Large Language Models (LLMs) show great potential as clinical agents, yet existing benchmarks reduce clinical workflows to static predictions or unconstrained Markov Decision Processes (MDPs) with coarse action sets. To address this, we introduce GPAgentBench-2K, the first Constrained MDP (CMDP) LLM
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