2026
SciAgentGym: Benchmarking Multi-Step Scientific Tool-Use in LLM Agents
ICML 2026poster
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 enviro…