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An Algorithmic Framework for Strategic Fair Division

机译:战略公平分工的算法框架

摘要

We study the paradigmatic fair division problem of allocating a divisiblegood among agents with heterogeneous preferences, commonly known as cakecutting. Classical cake cutting protocols are susceptible to manipulation. Dotheir strategic outcomes still guarantee fairness? To address this question we adopt a novel algorithmic approach, by designinga concrete computational framework for fair division---the class of GeneralizedCut and Choose (GCC) protocols}---and reasoning about the game-theoreticproperties of algorithms that operate in this model. The class of GCC protocolsincludes the most important discrete cake cutting protocols, and turns out tobe compatible with the study of fair division among strategic agents. Inparticular, GCC protocols are guaranteed to have approximate subgame perfectNash equilibria, or even exact equilibria if the protocol's tie-breaking ruleis flexible. We further observe that the (approximate) equilibria ofproportional GCC protocols---which guarantee each of the $n$ agents a$1/n$-fraction of the cake---must be (approximately) proportional. Finally, wedesign a protocol in this framework with the property that its Nash equilibriumallocations coincide with the set of (contiguous) envy-free allocations.
机译:我们研究了在具有不同偏好的代理之间分配可分割商品的范式公平分配问题,通常称为切蛋糕。经典的切蛋糕方案易于操作。他们的战略成果仍然可以保证公平吗?为解决此问题,我们通过设计一种公平分配的具体计算框架-“通用切割和选择(GCC)协议类别}”,并采用该模型中运行的算法的博弈论性质进行推理,从而采用了一种新颖的算法方法。 GCC协议的类别包括最重要的离散蛋糕切割协议,并且与战略代理之间的公平分配研究兼容。特别是,如果协议的平局规则是灵活的,则GCC协议可保证具有近似的子博弈完美纳什均衡,甚至精确的均衡。我们进一步观察到,比例GCC协议的(近似)均衡-(保证每个$​​ n $代理人蛋糕的$ 1 / n $分数)-必须(近似)成比例。最后,我们在此框架中设计了一种协议,其性质为:其Nash均衡分配与(连续)无羡慕分配的集合一致。

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