This paper presents a new artificial market simulation platform, PAMS: Platform for Artificial Market Simulations. PAMS is developed as a Python-based simulator that is easily integrated with deep learning and enabling various simulation that requires easy users' modification. In this paper, we demonstrate PAMS effectiveness through a study using agents predicting future prices by deep learning.
翻译:本文介绍了一个新的人工市场模拟平台——PAMS:人工市场模拟平台。PAMS是基于Python开发的模拟器,易于与深度学习集成,并支持需要用户便捷修改的各种模拟场景。通过使用深度学习预测未来价格的智能体实验,本文验证了PAMS的有效性。