Agent-based computational finance

B LeBaron - Handbook of computational economics, 2006 - Elsevier
This chapter surveys research on agent-based models used in finance. It will concentrate on
models where the use of computational tools is critical for the process of crafting models …

Reinforcement learning for market making in a multi-agent dealer market

S Ganesh, N Vadori, M Xu, H Zheng, P Reddy… - arXiv preprint arXiv …, 2019 - arxiv.org
Market makers play an important role in providing liquidity to markets by continuously
quoting prices at which they are willing to buy and sell, and managing inventory risk. In this …

[图书][B] A NASDAQ market simulation: insights on a major market from the science of complex adaptive systems

V Darley - 2007 - books.google.com
This pioneering book describes the applications of agent-based modeling to financial
markets. It presents a new paradigm for finance, where markets are treated as complex …

Welfare effects of market making in continuous double auctions

E Wah, M Wright, MP Wellman - Journal of Artificial Intelligence Research, 2017 - jair.org
We investigate the effects of market making on market performance, focusing on allocative
efficiency as well as gains from trade accrued by background traders. We employ empirical …

A learning market-maker in the Glosten–Milgrom model

S Das* - Quantitative Finance, 2005 - Taylor & Francis
This paper develops a model of a learning market-maker by extending the Glosten–Milgrom
model of dealer markets. The market-maker tracks the changing true value of a stock in …

Adapting to a market shock: Optimal sequential market-making

S Das, M Magdon-Ismail - Advances in Neural Information …, 2008 - proceedings.neurips.cc
We study the profit-maximization problem of a monopolistic market-maker who sets two-
sided prices in an asset market. The sequential decision problem is hard to solve because …

[PDF][PDF] The effects of market-making on price dynamics

S Das - Proceedings of the 7th international joint conference on …, 2008 - ifaamas.org
This paper studies market-makers, agents responsible for maintaining liquidity and orderly
price transitions in markets. Market-makers include major firms making markets on global …

Towards multi‐agent reinforcement learning‐driven over‐the‐counter market simulations

N Vadori, L Ardon, S Ganesh, T Spooner… - Mathematical …, 2024 - Wiley Online Library
We study a game between liquidity provider (LP) and liquidity taker agents interacting in an
over‐the‐counter market, for which the typical example is foreign exchange. We show how a …

Intelligent market-making in artificial financial markets

S Das - 2003 - dspace.mit.edu
This thesis describes and evaluates a market-making algorithm for setting prices in financial
markets with asymmetric information, and analyzes the properties of artificial markets in …

[图书][B] Finanzmarktsimulation mit Multiagentensystemen: Entwicklung eines methodischen Frameworks

M Heun - 2007 - books.google.com
Page 1 Michael Heun Finanzmarktsimulation mit Multiagentensystemen Entwicklung eines
methodischen Frameworks DUV GABLER EDITION WISSENSCHAFT Page 2 Page 3 Michael …