Ziyu Zhang

ESCRAG-R1: Retrieval-Augmented Reinforcement Learning for Emotional Support Conversation

ESCRAG-R1 is proposed, a unified framework that integrates retrieval-based psychological guidance into Group Relative Policy Optimization (GRPO) and transforms external knowledge into a robust learning signal that stimulates explicit internal reasoning prior to generation and fundamentally reshapes the model's internal...