Download This PaperPAMS: Platform for Artificial Market Simulations
7 Pages Posted: 13 Oct 2023
Date Written: September 19, 2023
Abstract
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.
Keywords: Artificial Market, Simulation, PAMS, Deep Learning
Suggested Citation: Suggested Citation
Hirano, Masanori and TAKATA, Ryosuke and Izumi, Kiyoshi, PAMS: Platform for Artificial Market Simulations (September 19, 2023). Available at SSRN: https://ssrn.com/abstract=4576325 or http://dx.doi.org/10.2139/ssrn.4576325
Do you have a job opening that you would like to promote on SSRN?
Feedback
Feedback to SSRN
If you need immediate assistance, call 877-SSRNHelp (877 777 6435) in the United States, or +1 212 448 2500 outside of the United States, 8:30AM to 6:00PM U.S. Eastern, Monday - Friday.