Preprint Open access
PsyEvo: A Personalized Counseling Agent That Self-Evolves at Test Time
Mental health disorders affect a substantial proportion of the global population, yet a persistent shortage of trained practitioners leaves the majority without adequate care. Large language model (LLM)-based counselors present a promising direction for delivering scalable conversational psychological support. Offline …