令牌系统中的 "二 "的力量

I. Ashlagi, Süleyman Kerimov, Omer Tamuz
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摘要

在没有货币转移的经济体中,代币系统是维持合作、减少搭便车和提高效率的另一种选择。本文研究了代币经济在外生性供应稀缺的市场中是否有效。我们考虑了这样一个市场:在每个时间段,一个代理请求一项服务,一个代理提供服务,一个代币(人工货币)用于支付服务提供费用。每个代理拥有的代币数量代表了服务提供量和代理服务请求量之间的差额。我们感兴趣的是,当只有极少数代理可提供所请求的服务时,这种经济的行为如何。由于平衡各代理的代币数量是维持合作的关键,因此我们会在可用的代理中选择代币数量最少的代理来提供服务。当只有一个随机代理可提供服务时,我们会发现代币分配是不稳定的。然而,当只有两个随机代理可提供服务时,代币分配是稳定的,也就是说,代理的代币余额不太可能偏离其初始禀赋,而且代理会在有限的预期时间内恢复到其初始禀赋。我们的结果反映了二选一范式在负载平衡问题中的威力。在使用肾脏交换数据进行数值模拟的支持下,我们的研究结果表明,代币系统可以通过维持医院之间的合作,在肾脏交换市场中产生高效的结果。
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The Power of Two in Token Systems
In economies without monetary transfers, token systems serve as an alternative to sustain cooperation, alleviate free riding, and increase efficiency. This paper studies whether a token-based economy can be effective in marketplaces with thin exogenous supply. We consider a marketplace in which at each time period one agent requests a service, one agent provides the service, and one token (artificial currency) is used to pay for service provision. The number of tokens each agent has represents the difference between the amount of service provisions and service requests by the agent. We are interested in the behavior of this economy when very few agents are available to provide the requested service. Since balancing the number of tokens across agents is key to sustain cooperation, the agent with the minimum amount of tokens is selected to provide service among the available agents. When exactly one random agent is available to provide service, we show that the token distribution is unstable. However, already when just two random agents are available to provide service, the token distribution is stable, in the sense that agents' token balance is unlikely to deviate much from their initial endowment, and agents return to their initial endowment in finite expected time. Our results mirror the power of two choices paradigm in load balancing problems. Supported by numerical simulations using kidney exchange data, our findings suggest that token systems may generate efficient outcomes in kidney exchange marketplaces by sustaining cooperation between hospitals.
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