Preference Tree Optimization: Enhancing Goal-Oriented Dialogue with Look-Ahead Simulations
Experimental evaluations demonstrate that the PTO framework enhances dialogue agents' performance in goal-oriented conversations within the domain of Motivational Interviewing, and incorporating look-ahead simulations led to improved long-term planning and more effective conversational strategies.
Lior Baruch, Moshe Butman, K. Bar et al.
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