Research data of the PhD thesis: Calculated Moves: Generating Air Combat Behaviour

The dataset contains the data collected for the research in the PhD thesis "Calculated Moves". Two types of data were collected. The first type are the results of agent-based air combat simulations, in which the agents learned by act by means of machine learning. The second type are the results of a validation study, in which we aimed to determine whether the learned behaviour was fit for use in real-world training simulations.

本数据集用于支撑博士论文《Calculated Moves》中的相关研究，共采集两类数据。第一类为基于智能体（agent）的空战仿真实验结果，此类仿真中的智能体通过机器学习手段完成行为学习；第二类为验证研究的实验结果，该研究旨在评估所习得的行为是否适用于真实训练仿真场景。

搜集汇总

背景与挑战

背景概述

该数据集包含博士论文'Calculated Moves'的研究数据，主要分为两类：一是通过机器学习实现的基于代理的空战模拟结果，二是用于验证这些行为是否适用于实际训练模拟的验证研究结果。数据集涉及人工智能、机器学习等领域，包含zip、csv等多种格式文件。