论文标题
对环境的感知
Perception of the Environment
论文作者
论文摘要
本章讨论了网络安全代理的感知的复杂性。它解决了感知的复杂性，并阐明了感知的塑造和影响决策过程的影响。然后，它探讨了制定世界代表性时的必要考虑因素，并讨论了感知的力量和带宽限制以及AICA对感知信任的基本问题。在这些基础上，它为读者提供了为AICA开发感知模型的指南，讨论了每个客观状态近似的权衡。该指南是在囊肿网络安全模拟引擎的背景下编写的，该引擎旨在对网络安全相互作用进行密切建模，并可以用作开发AICA的基础。由于囊肿是免费的，因此欢迎读者尝试自己实施和评估提出的方法。
This chapter discusses the intricacies of cybersecurity agents' perception. It addresses the complexity of perception and illuminates how perception shapes and influences the decision-making process. It then explores the necessary considerations when crafting the world representation and discusses the power and bandwidth constraints of perception and the underlying issues of AICA's trust in perception. On these foundations, it provides the reader with a guide to developing perception models for AICA, discussing the trade-offs of each objective state approximation. The guide is written in the context of the CYST cybersecurity simulation engine, which aims to closely model cybersecurity interactions and can be used as a basis for developing AICA. Because CYST is freely available, the reader is welcome to try implementing and evaluating the proposed methods for themselves.
