Proactive Dialogue Policy Optimization via Cognitive-State Transition.

arXiv:2609.34948v1 Announce Type: new Abstract: Proactive dialogue requires agents to continually adapt their policies to user feedback while progressing toward task objectives over multiple turns. To move beyond imitation learning on static datasets, recent a