意见引导的分层策略实现去中心化协调

AI 摘要

本文提出了一种名为“意见引导策略”的新型去中心化协调策略，使智能体无需通信即可在运行时根据对方行为选择共同的可行联合行为。该策略利用非线性意见动力学，在对称情况下也能打破僵局，适用于一般和博弈等多均衡场景。案例研究表明，该策略能与任何愿意实现可行联合行为的随机智能体协调，弥补了传统策略的不足。

正文节选

Opinion-Guided Layered Strategies for Decentralized Coordination Abstract Autonomous agents increasingly interact with other independent agents, and such interactions typically admit multiple joint behaviors. When two agents prefer different ones, their independent strategies may be mutually incompatible and fail to reach a coordinated outcome; when they are identical, neither can differentiate its role when needed. Ideally, an agent should coordinate with any agent it encounters, regardless of

发布时间：2026-08-25 12:00

抓取时间：2026-08-25 12:51

来源机构：arXiv