Modeling Stock Order Flows and Learning Market-Making from Data

Stock markets employ specialized traders, market-makers, designed to provide liquidity and volume to the market by constantly supplying both supply and demand. In this paper, we demonstrate a novel method for modeling the market as a dynamic system and a reinforcement learning algorithm that lea...

Full description

Bibliographic Details
Main Authors: Kim, Adlar J., Shelton, Christian R.
Language:en_US
Published: 2004
Subjects:
Online Access:http://hdl.handle.net/1721.1/7271