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Modeling of human intention estimation process in social interaction scene

机译:社交互动场景中人类意图估计过程的建模

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We use various types of action decision strategies to realize smooth interaction with others. We can predict the intentions of others and determine our actions based on those predictions or induce the intentions and actions of others as we intended. In this study, we constructed a computational model of action decisions based on the intention predictions of others and evaluated its effectiveness by a computer simulation in a cooperative game. We also analyzed human behavior in the cooperative game. We suggest the necessity of meta-strategy such as a choice of action decision strategies from possibilities to determine the next action. We also discuss the feature of human meta-strategies for the action decision process in such interactive situations.
机译:我们使用各种类型的行动决策策略来实现与他人的顺畅互动。我们可以预测他人的意图并根据这些预测确定我们的行动,或者按我们的意图来诱导他人的意图和行动。在这项研究中,我们基于其他人的意向预测构建了行动决策的计算模型,并通过合作游戏中的计算机仿真评估了其有效性。我们还分析了合作游戏中的人类行为。我们建议元策略的必要性,例如从决定下一个动作的可能性中选择动作决策策略。我们还讨论了在这种交互式情况下,人的元策略在行动决策过程中的特征。

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