在依赖状态的网络上协调部分知情的代理

Benjamin Larrousse, S. Lasaulce, M. Wigger
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引用次数: 19

摘要

我们考虑一个多智能体场景,其中K≥2个智能体具有一些随机自然状态的部分信息,并且以重复的方式采取行动。每个智能体对其他智能体过去的行为和自然状态的实现也有不完美的观察。我们的目标是描述智能体行为和自然状态上的渐近可实现分布集。当所有智能体只有因果性自然状态信息(NSI)时,我们解决了一般K和K = 2时的问题:一个智能体具有因果性NSI,另一个智能体具有非因果性NSI;或者在一些特殊情况下,当两个行为者都有非因果性自伤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coordinating partially-informed agents over state-dependent networks
We consider a multi-agent scenario with K ≥ 2 agents that have partial information about some random nature state, and that take actions in a repeated manner. Each agent also has imperfect observations of the other agents' past actions and the nature state realization. Our goal is to characterize the set of asymptotically implementable distributions on the agents' actions and the nature state. We solve this problem for general K when all agents have only causal nature state information (NSI) and for K = 2 when: one agent has causal NSI and the other agent has non-causal NSI; or in some special cases when both agents have non-causal NSI.
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