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The robustness of the 'Raise-The-Stakes' strategy - Coping with exploitation in noisy Prisoner's Dilemma Games

机译:“筹款”策略的鲁棒性-应对嘈杂的囚徒困境游戏中的剥削

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摘要

Recent models of altruism point out the success of a strategy called 'Raise-The- Stakes' (RTS) in situations allowing variability in cooperation. In theory, RTS is difficult to exploit because it begins with a small investment in an iterated Prisoner's Dilemma Game. When its cooperation is reciprocated, RTS increases its generosity, thereby taking advantage of cooperative opportunities. Previous research has shown that human subjects indeed adopt RTS but start out moderately cooperative rather than with a minimal investment. This raises the question how robust RTS is against exploitation, certainly in a noisy situation. In a behavioral experiment we investigate whether human subjects vary their cooperation in interaction with reciprocators and cheaters in an iterated non-discrete version of a Prisoner's Dilemma Game. When confronted with a strategy that matches the investment of the subject on the previous round, we find that subjects are likely to increase cooperation. However, cooperation gradually breaks down in interaction with a strategy that undercuts the level of cooperation of the subjects, indicating the robustness of RTS. In line with RTS modeling studies, but in contrast with the cheater detection literature, we find that human subjects are less willing to increase cooperation when the perceived likelihood of mistakes increases.
机译:利他主义的最新模型指出,在允许合作发生变化的情况下,一种称为“筹码”(RTS)的策略是成功的。从理论上讲,RTS难以利用,因为它首先需要对迭代的囚徒困境游戏进行少量投资。当其合作得到回报时,RTS会增加其慷慨大方,从而利用合作机会。先前的研究表明,人类受试者确实采用了RTS,但开始时是适度合作的,而不是花费很少的钱。这就提出了一个问题,即在嘈杂的情况下,RTS如何抵抗攻击。在一项行为实验中,我们研究了在重复的《囚徒困境》游戏的非离散版本中,人类受试者是否改变了与往复者和作弊者互动的合作。当面对与上一轮投资主题相匹配的策略时,我们发现主题很可能会增加合作。但是,在与削弱对象合作水平的策略进行交互时,合作逐渐破裂,这表明RTS的强大功能。与RTS建模研究一致,但与作弊者检测文献相反,我们发现当感知到的错误可能性增加时,人类受试者不愿意增加合作。

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