Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction

Wei Shen, Xiaonan He, Chuheng Zhang +3

Reward-driven proactive dialogue agents require precise estimation of user satisfaction as an intrinsic reward signal to determine optimal interaction strategies. Specifically, thi…