智能代理的反推理

Xue Li, W. Huang
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引用次数: 1

摘要

反推理的本质是情报竞争和关键决策,这将导致开放系统环境中的连锁反应。智能代理不仅能进行谈判,还能玩游戏。谈判可能会有双赢(或双输)的结果,而游戏可能会导致双赢的情况。本文提出反推理作为一种统一的推理范式,允许智能体以合作或非合作的方式执行推理任务。在逻辑理论的基础上,讨论了反推理的框架。文中还给出了一些反推理的例子来说明其推理场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Counter inference of intelligent agents
The essence of counter inference is intelligence competition and critical decision making that will result in chained reactions in an open system environment. Intelligent agents are capable not only of carrying out negotiations but also playing games. A negotiation could have win-win (or lose-lose) outcomes while a game may result in win-lose situations. The paper proposes counter inference as a unified reasoning paradigm to allow intelligent agents to execute reasoning tasks in either cooperative or non-cooperative ways. Based on logic theory, we discuss a framework of counter inference. Some examples of counter inference are also given to illustrate its reasoning scenario.
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