基于价值的理由可改善社会体验：多代理模拟研究

arXiv - CS - Multiagent Systems Pub Date : 2024-08-04 DOI:arxiv-2408.02117

Sz-Ting Tzeng, Nirav Ajmeri, Munindar P. Singh

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引用次数: 0

摘要

我们提出了 Exanna，这是一个用于实现包含价值观决策的代理的框架。Exanna 代理在为自己的行动提供理由和评估他人提供的理由时，会考虑自己和他人的价值观。通过多代理仿真，我们证明了考虑价值优柔寡断并提出理由（尤其是对于违反规范的行为）会带来：（1）更高的冲突解决能力；（2）更好的社会体验；（3）更高的隐私性；以及（4）更高的灵活性。

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Value-Based Rationales Improve Social Experience: A Multiagent Simulation Study

We propose Exanna, a framework to realize agents that incorporate values in decision making. An Exannaagent considers the values of itself and others when providing rationales for its actions and evaluating the rationales provided by others. Via multiagent simulation, we demonstrate that considering values in decision making and producing rationales, especially for norm-deviating actions, leads to (1) higher conflict resolution, (2) better social experience, (3) higher privacy, and (4) higher flexibility.

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arXiv - CS - Multiagent Systems

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