SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents 事件

SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents arXiv:2602.12984v2 Announce Type: replace Abstract: Scientific reasoning inherently demands integrating sophisticated toolkits to navigate domain-specific knowledge. Yet, current benchmarks largely overlook agents' ability to orchestrate tools for such rigorous workflows. To bridge this gap, we introduce SciAgentGym, a scalable interactive environment featuring 1,780 domain-specific tools across four natural science discipli