Researchers have introduced MA$^{2}$P, a novel framework designed for autonomous intelligent agents to excel in complex persuasive dialogue. This system addresses the challenge of inferring and acting upon a persuadee's unstated mental states, a common hurdle for current AI. MA$^{2}$P employs a multi-agent architecture for perception, inference, strategy execution, and evaluation, and includes a meta-cognitive configurator to adapt strategies across different domains. Experiments indicate that this framework achieves a superior persuasion success rate compared to existing methods. AI
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IMPACT This framework could enhance AI's ability to navigate nuanced human interactions in fields like negotiation and counseling.
RANK_REASON The cluster contains an academic paper describing a new AI framework and its experimental results.