Stop Training Against Soft Users: Mentalized Adversarial Self-Play for Proactive Dialogue

Zanwu Liu, Dan Zhang, Xiaodi Wang +6

Proactive dialogue agents must guide multi-turn interactions toward task goals while adapting to users whose intentions and attitudes evolve. Existing planners improve system side…