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This paper studies relative arbitrage opportunities in a market with competitive investors through stochastic differential games in the limit as the number of players tends to infinity. With common noises introduced by the stock…

数理金融 · 定量金融 2025-11-24 Nicole Tianjiao Yang , Tomoyuki Ichiba

Mean field games are studied by means of the weak formulation of stochastic optimal control. This approach allows the mean field interactions to enter through both state and control processes and take a form which is general enough to…

概率论 · 数学 2015-04-09 Rene Carmona , Daniel Lacker

We consider mean field games with ergodic cost in the framework of a general discrete time controlled Markov processes. The state space of the processes is given by a general $\sigma$-compact Polish space. Under certain conditions, we show…

概率论 · 数学 2015-11-02 Anup Biswas

We consider stochastic differential games with a large number of players, with the aim of quantifying the gap between closed-loop, open-loop and distributed equilibria. We show that, under two different semi-monotonicity conditions, the…

概率论 · 数学 2025-05-06 Marco Cirant , Joe Jackson , Davide Francesco Redaelli

We analyze a market impact game between $n$ risk averse agents who compete for liquidity in a market impact model with permanent price impact and additional slippage. Most market parameters, including volatility and drift, are allowed to…

交易与市场微观结构 · 定量金融 2020-01-06 Samuel Drapeau , Peng Luo , Alexander Schied , Dewen Xiong

Financial markets and more generally macro-economic models involve a large number of individuals interacting through variables such as prices resulting from the aggregate behavior of all the agents. Mean field games have been introduced to…

最优化与控制 · 数学 2021-07-12 René Carmona , Mathieu Laurière

We consider a class of deterministic mean field games, where the state associated with each player evolves according to an ODE which is linear w.r.t. the control. Existence, uniqueness, and stability of solutions are studied from the point…

最优化与控制 · 数学 2022-10-27 Alberto Bressan , Khai T. Nguyen

We consider a mean field game (MFG) of optimal portfolio liquidation under asymmetric information. We prove that the solution to the MFG can be characterized in terms of a FBSDE with possibly singular terminal condition on the backward…

最优化与控制 · 数学 2021-01-26 Guanxing Fu , Paulwin Graewe , Ulrich Horst , Alexandre Popier

We study a general class of fully coupled backward-forward stochastic differential equations of mean-field type (MF-BFSDE). We derive existence and uniqueness results for such a system under weak monotonicity assumptions and without the…

概率论 · 数学 2020-03-03 Yinggu Chen , Boualem Djehiche , Said Hamadene

We study the existence of strong solutions for mean-field forward-backward stochastic differential equations (FBSDEs) with measurable coefficients and their implication on the Nash equilibrium of a multi-population mean-field game. More…

概率论 · 数学 2025-03-14 Kihun Nam , Yunxi Xu

In this article, we consider mean field games between a dominating player and a group of representative agents, each of which acts similarly and also interacts with each other through a mean field term being substantially influenced by the…

最优化与控制 · 数学 2014-07-28 Alain Bensoussan , Michael Chau , Phillip Yam

We consider a symmetric $n$-player nonzero-sum stochastic differential game with controlled jumps and mean-field type interaction among the players. Each player minimizes some expected cost by affecting the drift as well as the jump part of…

概率论 · 数学 2018-05-14 Chiara Benazzoli , Luciano Campi , Luca Di Persio

This paper analyzes a class of infinite-time-horizon stochastic games with singular controls motivated from the partially reversible problem. It provides an explicit solution for the mean-field game (MFG) and presents sensitivity analysis…

最优化与控制 · 数学 2020-08-12 Haoyang Cao , Xin Guo

This paper focuses on linear-quadratic (LQ for short) mean-field games described by forward-backward stochastic differential equations (FBSDEs for short), in which the individual control region is postulated to be convex. The decentralized…

最优化与控制 · 数学 2021-04-09 Liangquan Zhang , Xun Li

This paper reframes approachability theory within the context of population games. Thus, whilst one player aims at driving her average payoff to a predefined set, her opponent is not malevolent but rather extracted randomly from a…

最优化与控制 · 数学 2014-07-16 Dario Bauso , Thomas W L Norman

Financial markets are often driven by latent factors which traders cannot observe. Here, we address an algorithmic trading problem with collections of heterogeneous agents who aim to perform optimal execution or statistical arbitrage, where…

数理金融 · 定量金融 2019-04-02 Philippe Casgrain , Sebastian Jaimungal

Mean field games is a recent area of study introduced by Lions and Lasry in a series of seminal papers in 2006. Mean field games model situations of competition between large number of rational agents that play non-cooperative dynamic games…

最优化与控制 · 数学 2011-03-18 Diogo A. Gomes , Joana Mohr , Rafael R. Souza

This paper studies a class of stationary mean-field games of singular stochastic control with regime-switching. The representative agent adjusts the dynamics of a Markov-modulated It\^o-diffusion via a two-sided singular stochastic control…

最优化与控制 · 数学 2024-12-31 Jodi Dianetti , Giorgio Ferrari , Ioannis Tzouanas

We consider both $N$-player and mean-field games of optimal portfolio liquidation in which the players are not allowed to change the direction of trading. Players with an initially short position of stocks are only allowed to buy while…

数理金融 · 定量金融 2025-07-31 Guanxing Fu , Paul P. Hager , Ulrich Horst

In this paper, we present a model of a game among teams. Each team consists of a homogeneous population of agents. Agents within a team are cooperative while the teams compete with other teams. The dynamics and the costs are coupled through…

计算机科学与博弈论 · 计算机科学 2023-10-20 Jayakumar Subramanian , Akshat Kumar , Aditya Mahajan