How Strategic Agents Respond: Comparing Analytical Models with LLM-Generated Responses in Strategic Classification

Tian Xie, Pavan Rauch, Xueru Zhang

When ML algorithms are deployed to automate human-related decisions, human agents may learn the underlying decision policies and adapt their behavior. Strategic Classification (SC)…