Mutual learning of mind mappings between a human and a lifelike agent by mutual mind-reading game

我们的项目提出并开发了一个人-代理交互，其中用户和一个类似生命的代理通过相互的思维阅读游戏相互获取对方的思维导图。近几年来，人们对界面剂Micro Soft等类生命体进行了大量的研究。通过开发各种类似生命的代理，类似情感的心智，处理负荷已被认识到在使用户可信方面发挥重要作用。为了在智能体和用户之间建立有效和自然的沟通，他们需要从表情中读取对方的思想，我们称这种从表情到思维状态的映射为思维导图。如果一个主体和一个用户没有获得这些心智映射，他们就不能利用明显依赖于对方心智的行为，我们形式化了这种相互心智阅读，并提出了一个框架，在这个框架中，用户和一个类生命主体相互获得彼此的心智映射。在我们的框架中，一个用户玩一个相互的心灵阅读阅读游戏与代理，他们逐渐学会通过游戏来阅读对方的想法。最终，我们完全实现了我们的框架，并进行了实验，以调查其有效性。

Our project proposed and developed a human-agent interaction in which a user and a life-like agent mutually acquire the other's mind mapping through a mutual mind reading game. In these several years, a lot of studies have been done on a life-like agent such a Micro Soft agent, an interface agent. Through development of various life-like agents, a mind like emotion, processing load has been recognized to play an important role in making them believable to a user. For establishing effective and natural communication between a agent and a user, they need to read the other's mind from expressions and we call the mapping from expressions to mind states mind mapping. If an agent and a user don't obtain these mind mappings, they can not utilize behaviors which significantly depend on the other's mind.We formalize such mutual mind reading and propose a framework in which a user and a life-like agent mutually acquire mind mappings each other. In our framework, a user plays a mutual mind reading game with an agent and they gradually learn to read the other's mind through the game. Eventually we fully implemented our framework and made experiments to investigate its effectiveness.