GroundAct: Can LLM Agents Ground Actions in Environmental States?

Zixuan Wang, Dingming Li, Hongxing Li +8

LLM agents achieve 85-96% success on tasks where instructions fully specify the action, but drop to 29-53% when action feasibility depends on environmental state that the instructi…