ProMediate introduces a theory-grounded simulation testbed and socio-cognitive metrics to evaluate proactive AI mediator agents in multi-party multi-topic negotiations, with experiments showing a socially intelligent mediator improves consensus change and intervention speed over a generic baseline.
- Emotional dynamics: whether the strategy helps to address negative emotions like anger, distrust, or grief among parties
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ProMediate: A Socio-cognitive framework for evaluating proactive agents in multi-party negotiation
ProMediate introduces a theory-grounded simulation testbed and socio-cognitive metrics to evaluate proactive AI mediator agents in multi-party multi-topic negotiations, with experiments showing a socially intelligent mediator improves consensus change and intervention speed over a generic baseline.