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Mutual relationships, such as cooperation and exploitation, are the basis of human and other biological societies. The foundations of these relationships are rooted in the decision making of individuals, and whether they choose to be…

最优化与控制 · 数学 2021-09-29 Yuma Fujimoto , Kunihiko Kaneko

Direct reciprocity is a mechanism for the evolution of cooperation based on repeated interactions. When individuals meet repeatedly, they can use conditional strategies to enforce cooperative outcomes that would not be feasible in one-shot…

种群与进化 · 定量生物学 2016-05-24 Seung Ki Baek , Hyeong-Chai Jeong , Christian Hilbe , Martin A. Nowak

Evolutionary game theory assumes that players replicate a highly scored player's strategy through genetic inheritance. However, when learning occurs culturally, it is often difficult to recognize someone's strategy just by observing the…

种群与进化 · 定量生物学 2021-07-01 Minjae Kim , Jung-Kyoo Choi , Seung Ki Baek

Evolutionary game theory, encompassing discrete, continuous, and mixed strategies, is pivotal for understanding cooperation dynamics. Discrete strategies involve deterministic actions with a fixed probability of one, whereas continuous…

种群与进化 · 定量生物学 2024-09-13 Zehua Si , Zhixue He , Chen Shen , Jun Tanimoto

We present insights and empirical results from an extensive numerical study of the evolutionary dynamics of the iterated prisoner's dilemma. Fixation probabilities for Moran processes are obtained for all pairs of 164 different strategies…

计算机科学与博弈论 · 计算机科学 2020-02-11 Vincent Knight , Marc Harper , Nikoleta E. Glynatsi , Owen Campbell

We consider a network of coupled agents playing the Prisoner's Dilemma game, in which players are allowed to pick a strategy in the interval [0,1], with 0 corresponding to defection, 1 to cooperation, and intermediate values representing…

适应与自组织系统 · 物理学 2015-05-28 Francesco Sorrentino , Nicholas Mecholsky

Game theory provides a quantitative framework for analyzing the behavior of rational agents. The Iterated Prisoner's Dilemma in particular has become a standard model for studying cooperation and cheating, with cooperation often emerging as…

种群与进化 · 定量生物学 2015-06-18 Alexander J. Stewart , Joshua B. Plotkin

Game theory is fundamental to understanding cooperation between agents. Mainly, the Prisoner's Dilemma is a well-known model that has been extensively studied in complex networks. However, although the emergence of cooperation has been…

物理与社会 · 物理学 2023-01-04 Nastaran Lotfi , Francisco A. Rodrigues

Human decision behaviour is quite diverse. In many games humans on average do not achieve maximal payoff and the behaviour of individual players remains inhomogeneous even after playing many rounds. For instance, in repeated prisoner…

物理与社会 · 物理学 2015-11-11 Martin Spanknebel , Klaus Pawelzik

We explore some strategies which tend to perform well in the IPD. We start off by showing the significance of Tit-For-Tat strategies in evolutionary game theory. This is followed by a theoretical derivation of zero-determinant strategies,…

计算机科学与博弈论 · 计算机科学 2021-11-30 Anagh Malik

Direct reciprocity and conditional cooperation are important mechanisms to prevent free riding in social dilemmas. But in large groups these mechanisms may become ineffective, because they require single individuals to have a substantial…

种群与进化 · 定量生物学 2014-11-05 Christian Hilbe , Arne Traulsen , Bin Wu , Martin A. Nowak

Originating in evolutionary game theory, the class of "zero-determinant" strategies enables a player to unilaterally enforce linear payoff relationships in simple repeated games. An upshot of this kind of payoff constraint is that it can…

理论经济学 · 经济学 2025-11-26 Nikos Dimou , Alex McAvoy

Human social life is shaped by repeated interactions, where past experiences guide future behavior. In evolutionary game theory, a key challenge is to identify strategies that harness such memory to succeed in repeated encounters. Decades…

种群与进化 · 定量生物学 2025-09-16 Ketian Sun , Qi Su , Long Wang

Direct reciprocity is a wide-spread mechanism for evolution of cooperation. In repeated interactions, players can condition their behavior on previous outcomes. A well known approach is given by reactive strategies, which respond to the…

计算机科学与博弈论 · 计算机科学 2024-02-07 Nikoleta E. Glynatsi , Martin A. Nowak , Christian Hilbe

We use replicator dynamics to study an iterated prisoners' dilemma game with memory. In this study, we investigate the characteristics of all 32 possible strategies with a single-step memory by observing the results when each strategy…

物理与社会 · 物理学 2014-03-06 Young Jin Kim , Myungkyoon Roh , Seung-Woo Son

We present tournament results and several powerful strategies for the Iterated Prisoner's Dilemma created using reinforcement learning techniques (evolutionary and particle swarm algorithms). These strategies are trained to perform well…

计算机科学与博弈论 · 计算机科学 2018-02-07 Marc Harper , Vincent Knight , Martin Jones , Georgios Koutsovoulos , Nikoleta E. Glynatsi , Owen Campbell

Strategy changes are an essential part of evolutionary games. Here we introduce a simple rule that, depending on the value of a single parameter $w$, influences the selection of players that are considered as potential sources of the new…

物理与社会 · 物理学 2010-08-16 Zhen Wang , Matjaz Perc

In an iterated game between two players, there is much interest in characterizing the set of feasible payoffs for both players when one player uses a fixed strategy and the other player is free to switch. Such characterizations have led to…

种群与进化 · 定量生物学 2022-02-18 Alex McAvoy , Martin A. Nowak

Repeated game theory has been one of the most prevailing tools for understanding the long-run relationships, which are footstones in building human society. Recent works have revealed a new set of "zero-determinant (ZD)" strategies, which…

计算机科学与博弈论 · 计算机科学 2015-06-11 Dong Hao , Zhihai Rong , Tao Zhou

Repeated games have a long tradition in the behavioral sciences and evolutionary biology. Recently, strategies were discovered that permit an unprecedented level of control over repeated interactions by enabling a player to unilaterally…

种群与进化 · 定量生物学 2016-10-25 Alex McAvoy , Christoph Hauert