arXiv:2505.07847cs.AIcs.MA2025-05

构建社会智能的逻辑基础,解释多智能体如何协作与沟通。

Conceptual Logical Foundations of Artificial Social Intelligence

  • 提出社会智能的最小认知架构,包含动态选择与不确定性
  • 定义群体策略状态熵,量化协作复杂度
  • 适合研究多智能体系统与社会推理的学者

社会如何可能?协作与协调如何实现?社会智能的最小心理结构是什么?世界状态信息如何关联智能体意图?智能体意图之间如何关联?通信在协调中起什么作用?本文探讨多智能体社会中人工社会智能的概念与逻辑基础。提出多个智能体共存的社会世界模型,其逻辑超越经典逻辑,将信息与战略思维相联。构建了社会智能体的最小架构:智能体拥有动态变化的可选行为与能力,存在对物理状态与社会状态的不完全信息。社会状态包括个体意图、对他人意图的认知,以及对自身物理与社会境况的评估。探讨通信、语义与语用意义如何关联意图与信息状态。形式化智能体能力与意图的逻辑,并定义群体策略状态熵。

原文摘要 · Abstract (English)

What makes a society possible at all? How is coordination and cooperation in social activity possible? What is the minimal mental architecture of a social agent? How is the information about the state of the world related to the agents intentions? How are the intentions of agents related? What role does communication play in this coordination process? This essay explores the conceptual and logical foundations of artificial social intelligence in the context of a society of multiple agents that communicate and cooperate to achieve some end. An attempt is made to provide an introduction to some of the key concepts, their formal definitions and their interrelationships. These include the notion of a changing social world of multiple agents. The logic of social intelligence goes beyond classical logic by linking information with strategic thought. A minimal architecture of social agents is presented. The agents have different dynamically changing, possible choices and abilities. The agents also have uncertainty, lacking perfect information about their physical state as well as their dynamic social state. The social state of an agent includes the intentional state of that agent, as well as, that agent's representation of the intentional states of other agents. Furthermore, it includes the evaluations agents make of their physical and social condition. Communication, semantic and pragmatic meaning and their relationship to intention and information states are investigated. The logic of agent abilities and intentions are motivated and formalized. The entropy of group strategic states is defined.

社会智能多智能体逻辑基础意图建模

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