SOTAVerified

PAMS: Platform for Artificial Market Simulations

2023-09-19Code Available1· sign in to hype

Masanori Hirano, Ryosuke Takata, Kiyoshi Izumi

Code Available — Be the first to reproduce this paper.

Reproduce

Code

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.

Tasks

Reproductions