Emergence of cooperation in finite populations under biased selection

Cai, X.; Hui, P. M.

doi:10.1016/j.physa.2019.122371

Cited by 2 publications

(3 citation statements)

References 14 publications

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“…In some cases, such as when payoffs are lower than expected (Wang, et al, 2021) [36] ; payoffs are lower than those of neighbors (Xu & Hui, 2019; Seredyński & Gąsior, 2019) [30,42] or communities (Liu, et al, 2021, August) [22] , agents learn the strategy of neighbors or game objects that are better than themselves (Wang, et [30,36,42] or the strategy of the best individual in the community (e.g., neighbors of neighbors) (Multi-hop learning) (Liu, et al, 2021, August) [22] to update its strategy.…”

Section: Adaptive Strategymentioning

confidence: 99%

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Cooperation: A Systematic Review of how to Enable Agent to Circumvent the Prisoner’s Dilemma

Pan,

Yoshikawa,

Yamamura

2023

SHS Web of Conf.

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It is widely accepted that rational individuals are unable to create cooperation in a prisoner’s dilemma. However, in everyday life, cooperation, for example, during a fishing moratorium, can be observed frequently. Additionally, the appearance of cooperation in the prisoner’s dilemma can be seen in numerous simulation studies. This paper reviews 31 simulation studies published between January 2017 and January 2023 in which agents can be observed in the results to improve cooperation in a prisoner’s dilemma. The proposed methodologies were sorted into seven categories, including Bounded Rationality, Memory, Adaptive Strategy, Mood Model, Intrinsic Reward, Network Dynamics, and Altruistic Attribute. Based on their impacts, the effectiveness of these seven approaches was classified into three categories: generating cooperation, maintaining cooperation, and spreading cooperation. This review is expected to be helpful for scholars conducting future research on multi-agent cooperation and irrational agent modeling.

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Section: Adaptive Strategymentioning

confidence: 99%

“…With the extreme tendency to imitate the superior agents, cooperators can dominate a limited population, and the level of cooperation increases with population size (Xu & Hui, 2019) [42] .…”

Section: Adaptive Strategymentioning

confidence: 99%

Cooperation: A Systematic Review of how to Enable Agent to Circumvent the Prisoner’s Dilemma

Pan,

Yoshikawa,

Yamamura

2023

SHS Web of Conf.

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“…Therefore, compared with the Prisoner's Dilemma Game (PDG), the Snowdrift Game (SDG) has a lower Social dilemma [16][17][18]. To understand the emergence and maintenance of cooperation [19,20] as well as the solution to social dilemma problems [21], different schemes have been proposed. E.g.…”

Section: Introductionmentioning

confidence: 99%

The Effect Of Strategy Retention On Cooperation Based On Multi-Game In Complex Environment

You

Kong

Zhang

et al. 2022

Preprint

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In game theory, it is an important topic to study the emergence and maintenance of group cooperative behavior based on the theories of evolutionary game and complex network. However, in-depth analysis of cooperative behavior persistence becomes a significant challenge due to the betrayal induced by the temptation of high payoff and the difficulty of cooperation under high social dilemmas. Recent studies show that mixed strategy games and multi-game mechanics can greatly improve the ability of individuals with interactive diversity to resist temptation. Meanwhile, inspired by the fact that the games played by the agents are not strictly constant and may change according to the environment, we propose the Memory Step to explore the evolution of cooperation between the Prisoner’s Dilemma Model and the Snowdrift Model with interactive diversity in the network. Besides, we introduce the concept of Side-Game where two players can play different types of games against each other. The most advantage of this model is that it improves the intelligent decision-making ability of group behavior. With the simulation of game evolution, the effect of individual strategy maintenance and Side-Game on cooperative behavior are discussed. It is verified that in social dilemmas, through effective guiding individual strategies to remain unchanged and individuals adopt different game types, players can obviously improve their resistance to betrayal temptation and conduct cooperative behavior well.

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Emergence of cooperation in finite populations under biased selection

Cited by 2 publications

References 14 publications

Cooperation: A Systematic Review of how to Enable Agent to Circumvent the Prisoner’s Dilemma

Cooperation: A Systematic Review of how to Enable Agent to Circumvent the Prisoner’s Dilemma

The Effect Of Strategy Retention On Cooperation Based On Multi-Game In Complex Environment

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