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Policy-based methods with function approximation are widely used for solving two-player zero-sum games with large state and/or action spaces. However, it remains elusive how to obtain optimization and statistical guarantees for such…

机器学习 · 计算机科学 2022-03-01 Yulai Zhao , Yuandong Tian , Jason D. Lee , Simon S. Du

It is well known that the rock-paper-scissors game has no pure saddle point. We show that this holds more generally: A symmetric two-player zero-sum game has a pure saddle point if and only if it is not a generalized rock-paper-scissors…

计算机科学与博弈论 · 计算机科学 2013-01-25 Peter Duersch , Joerg Oechssler , Burkhard C. Schipper

Following Baurdoux and Kyprianou [2] we consider the McKean stochastic game, a game version of the McKean optimal stopping problem (American put), driven by a spectrally negative Levy process. We improve their characterisation of a saddle…

概率论 · 数学 2010-11-16 Erik J. Baurdoux , Kees van Schaik

We study the solution's existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract with contingent CSA. This is a theoretical counterparty risk mitigation…

数理金融 · 定量金融 2015-01-12 Giovanni Mottola

Many decision problems in economics, information technology, and industry can be transformed to an optimal stopping of adapted random vectors with some utility function over the set of Markov times with respect to filtration build by the…

最优化与控制 · 数学 2020-11-04 Krzysztof Szajowski

We show that equilibria of a sequential semi-anonymous nonatomic game (SSNG) can be adopted by players in corresponding large but finite dynamic games to achieve near-equilibrium payoffs. Such equilibria in the form of random…

经济学 · 定量金融 2016-06-23 Jian Yang

A two-person zero-sum infinite dimensional differential game of infinite duration with discounted payoff involving hybrid controls is studied. The minimizing player is allowed to take continuous, switching and impulse controls whereas the…

最优化与控制 · 数学 2009-09-29 A J Shaiju , Sheetal Dharmatti

In this paper we consider an infinite horizon zero-sum differential game where the dynamics of each player and the running cost are also depending on the evolution of some discrete (switching) variables. In particular, such switching…

最优化与控制 · 数学 2020-03-05 Fabio Bagagiolo , Rosario Maggistro , Marta Zoppello

In this paper we study stochastic dynamic games with many players; these are a fundamental model for a wide range of economic applications. The standard solution concept for such games is Markov perfect equilibrium (MPE), but it is well…

计算机科学与博弈论 · 计算机科学 2015-03-17 Sachin Adlakha , Ramesh Johari , Gabriel Y. Weintraub

This paper attempts to study the optimal stopping time for semi-Markov processes (SMPs) under the discount optimization criteria with unbounded cost rates. In our work, we introduce an explicit construction of the equivalent semi-Markov…

概率论 · 数学 2021-01-05 Fang Chen , Xianping Guo , Zhong-Wei Liao

This paper studies the finite-time horizon Markov games where the agents' dynamics are decoupled but the rewards can possibly be coupled across agents. The policy class is restricted to local policies where agents make decisions using their…

计算机科学与博弈论 · 计算机科学 2023-04-11 Runyu Zhang , Yuyang Zhang , Rohit Konda , Bryce Ferguson , Jason Marden , Na Li

The paper is concerned with a zero-sum differential game in the case where a payoff is determined by the exit time, that is, the first time when the system leaves the game domain. Additionally, we assume that a part of domain's boundary is…

最优化与控制 · 数学 2024-05-02 Ekaterina Kolpakova

In this paper we study continuous-time two-player zero-sum optimal switching games on a finite horizon. Using the theory of doubly reflected BSDEs with interconnected barriers, we show that this game has a value and an equilibrium in the…

最优化与控制 · 数学 2018-06-04 Said Hamadène , Randall Martyr , John Moriarty

We investigate a two-player zero-sum stochastic differential game in which one of the players has more information on the game than his opponent. We show how to construct numerical schemes for the value function of this game, which is given…

计算机科学与博弈论 · 计算机科学 2011-11-18 Christine Grün

This paper studies the existence of minimal solutions to two-point boundary value problems for quasi-monotone dynamical systems. Specifically, the pointwise infimum of all supersolutions is shown to coincide with the minimal solution. This…

经典分析与常微分方程 · 数学 2025-10-06 Lorena Bociu , Madhumita Roy , Khai T. Nguyen

Dynamic zero-sum games are an important class of problems with applications ranging from evasion-pursuit and heads-up poker to certain adversarial versions of control problems such as multi-armed bandit and multiclass queuing problems.…

计算机科学与博弈论 · 计算机科学 2015-06-12 Martin Haugh , Chun Wang

We consider 2-player stochastic games with perfectly observed actions, and study the limit, as the discount factor goes to one, of the equilibrium payoffs set. In the usual setup where current states are observed by the players, we show…

最优化与控制 · 数学 2014-12-11 Jérôme Renault , Bruno Ziliotto

We study dynamic finite-player and mean-field stochastic games within the framework of Markov perfect equilibria (MPE). Our focus is on discrete time and space structures without monotonicity. Unlike their continuous-time analogues,…

最优化与控制 · 数学 2025-09-29 Felix Höfer , H. Mete Soner , Atilla Yılmaz

In the paper "Dynkin Games Via Dirichlet Forms and Singular Control of One-Dimensional Diffusion", the authors tried to show the existences of a smooth value function and an optimal policy to a one-dimensional stochastic singular control…

最优化与控制 · 数学 2013-07-11 Yipeng Yang

In this paper, we consider a linear quadratic stochastic two-person zero-sum differential game. The controls for both players are allowed to appear in both drift and diffusion of the state equation. The weighting matrices in the performance…

最优化与控制 · 数学 2014-01-21 Jingrui Sun , Jiongmin Yong