The prediction of partners\u27 behaviours in self-interested agents

Prediction partners\u27 behaviors in negotiation has been an active research direction in recent years. By employing the estimation results, agents can modify their negotiation strategies in order to achieve an agreement much quicker or to gain higher benefits. Some of estimation strategies have been proposed by researchers, and most of them are based on machine learning mechanisms. However the machine learning based approach may not wor