Pamela Wiśniewski

DeepSAGE: Stage-Aware Reinforcement Learning for Structured CBT Counseling Dialogue

DeepSAGE (Strategic AI Guidance Engine), a hybrid LLM--Deep Reinforcement Learning (DRL) framework for stage-aware counseling dialogue grounded in the first session of Cognitive Behavioral Therapy (CBT), suggests that combining stage-structured dialogue with learned strategy selection is a promising approach for AI cou...