PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor
#PsychAgent #psychological counselor #experience-driven #lifelong learning #self-evolving #AI agent #mental health #adaptive counseling
📌 Key Takeaways
- PsychAgent is an AI agent designed to function as a psychological counselor.
- It employs an experience-driven lifelong learning approach to improve over time.
- The agent is capable of self-evolving, adapting its counseling methods based on interactions.
- This development aims to provide scalable and continuously improving mental health support.
📖 Full Retelling
arXiv:2604.00931v1 Announce Type: new
Abstract: Existing methods for AI psychological counselors predominantly rely on supervised fine-tuning using static dialogue datasets. However, this contrasts with human experts, who continuously refine their proficiency through clinical practice and accumulated experience. To bridge this gap, we propose an Experience-Driven Lifelong Learning Agent (\texttt{PsychAgent}) for psychological counseling. First, we establish a Memory-Augmented Planning Engine ta
🏷️ Themes
AI Psychology, Lifelong Learning
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Original Source
arXiv:2604.00931v1 Announce Type: new
Abstract: Existing methods for AI psychological counselors predominantly rely on supervised fine-tuning using static dialogue datasets. However, this contrasts with human experts, who continuously refine their proficiency through clinical practice and accumulated experience. To bridge this gap, we propose an Experience-Driven Lifelong Learning Agent (\texttt{PsychAgent}) for psychological counseling. First, we establish a Memory-Augmented Planning Engine ta
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