- Open Access
Offer of a reward does not always promote trust in spatial games
Phys. Rev. Research 8, 013283 – Published 13 March, 2026
DOI: https://doi.org/10.1103/8992-hzsq
Abstract
Trust is one of the cornerstones of human society. One of the evolutionary pressure mechanisms that may have led to its emergence is the presence of incentives for trustworthy behavior. However, this type of reward has received relatively little attention in the context of spatial trust games, which are often used to build models in evolutionary game theory. To fill this gap, we introduce an inter-role reward mechanism in the spatial trust game, so that an investing trustor can choose to pay an extra cost to reward a trustworthy trustee. With extensive numerical simulations, we find that this type of reward does not always promote trust. Rather, while moderate rewards break the dominance of mistrust, thereby favoring investment, excessive rewards eventually stimulate a nonreturn strategy, ultimately suppressing the evolution of trust. Additionally, lower reward costs do not necessarily promote trust. Instead, more costly, but not excessive, rewards enhance the advantage of the original investment, consolidating the clusters of rewarders and improving trust. Our model thus provides evidence about the counterintuitive nature of the relationship between trust and rewards in a complex society.
Physics Subject Headings (PhySH)
Article Text
References (57)
- M. A. Nowak and R. M. May, Evolutionary games and spatial chaos, Nature (London) 359, 826 (1992).
- A. Traulsen and C. Hauert, Stochastic evolutionary game dynamics, Rev. Nonlinear Dyn. Complex. 2, 25 (2009).
- R. Cressman and Y. Tao, The replicator equation and other game dynamics, Proc. Natl. Acad. Sci. USA 111, 10810 (2014).
- C. Hauert, M. Holmes, and M. Doebeli, Spatial dynamics of ecological public goods, Nature (London) 428, 643 (2004).
- C. I. del Genio and T. Gross, Emergent bipartiteness in a society of knights and knaves, New J. Phys. 13, 103038 (2011).
- Z.-H. Rong, Q. Zhao, Z.-X. Wu, T. Zhou, and C. K. Tse, Proper aspiration level promotes generous behavior in the spatial prisoner's dilemma game, Eur. Phys. J. B 89, 166 (2016).
- H. Ohtsuki, C. Hauert, E. Lieberman, and M. A. Nowak, A simple rule for the evolution of cooperation on graphs and social networks, Nature (London) 441, 502 (2006).
- B. Allen, G. Lippner, Y.-T. Chen, B. Fotouhi, N. Momeni, S.-T. Yau, and M. A. Nowak, Evolutionary dynamics on any population structure, Nature (London) 544, 227 (2017).
- Q. Su, B. Allen, and J. B. Plotkin, Evolution of cooperation with asymmetric social interactions, Proc. Natl. Acad. Sci. USA 119, e2113468118 (2022).
- Q. Su, A. McAvoy, Y. Mori, and J. B. Plotkin, Evolution of prosocial behaviours in multilayer populations, Nat. Hum. Behav. 6, 338 (2022).
- A. Sheng, Q. Su, L. Wang, and J. B. Plotkin, Strategy evolution on higher-order networks, Nat. Comput. Sci. 4, 274 (2024).
- A. Li, L. Zhou, Q. Su, S. P. Cornelius, Y.-Y. Liu, L. Wang, and S. A. Levin, Evolution of cooperation on temporal networks, Nat. Commun. 11, 2259 (2020).
- Q. Su, A. McAvoy, and J. B. Plotkin, Strategy evolution on dynamic networks, Nat. Comput. Sci. 3, 763 (2023).
- G. Szabó and G. Fáth, Evolutionary games on graphs, Phys. Rep. 446, 97 (2007).
- M. Perc, J. J. Jordan, D. G. Rand, Z. Wang, S. Boccaletti, and A. Szolnoki, Statistical physics of human cooperation, Phys. Rep. 687, 1 (2017).
- A. Szolnoki, M. Mobilia, L.-L. Jiang, B. Szczesny, A. M. Rucklidge, and M. Perc, Cyclic dominance in evolutionary games a review, J. R. Soc. Interface 11, 20140735 (2014).
- M. A. Nowak, S. Bonhoeffer, and R. M. May, Spatial games and the maintenance of cooperation, Proc. Natl. Acad. Sci. USA 91, 4877 (1994).
- C. Wang, M. Perc, and A. Szolnoki, Evolutionary dynamics of any multiplayer game on regular graphs, Nat. Commun. 15, 5349 (2024).
- S. M. Lucas and G. Kendall, Evolutionary computation and games, IEEE Comput. Intell. Mag. 1, 10 (2006).
- H. Duan and C. Sun, Swarm intelligence inspired shills and the evolution of cooperation, Sci. Rep. 4, 5210 (2014).
- Y. Meng, S. P. Cornelius, Y.-Y. Liu, and A. Li, Dynamics of collective cooperation under personalised strategy updates, Nat. Commun. 15, 3125 (2024).
- Y. Meng, A. McAvoy, and A. Li, Promoting collective cooperation through temporal interactions, Proc. Natl. Acad. Sci. USA 122, e2509575122 (2025).
- J. Li and G. Kendall, Evolutionary stability of discriminating behaviors with the presence of kin cheaters, IEEE Trans. Cybern. 43, 2044 (2013).
- J. Berg, J. Dickhaut, and K. McCabe, Trust, reciprocity, and social history, Games Econ. Behav. 10, 122 (1995).
- M. A. Cohen and M. S. Isaac, Trust does beget trustworthiness and also begets trust in others, Soc. Psychol. Q. 84, 189 (2020).
- J. Iranzo, L. M. Floría, Y. Moreno, and A. Sánchez, Empathy emerges spontaneously in the ultimatum game: Small groups and networks, PLoS One 7, e43781 (2012).
- M. Chica, R. Chiong, M. Kirley, and H. Ishibuchi, A networked -player trust game and its evolutionary dynamics, IEEE Trans. Evol. Comput. 22, 866 (2018).
- C. Wang, Evolution of trust in structured populations, Appl. Math. Comput. 471, 128595 (2024).
- Z. Liu, J. Wang, and X. Li, Evolutionary dynamics of networked N-player trust games with exclusion strategy, Chaos Solit. Fractals 186, 115214 (2024).
- J. Shihui and W. Zhiyi, An evolutionary game model with reputation threshold and reputation score to promote trust in the sharing economy, Sci. Rep. 15, 14635 (2025).
- T. Ren and X.-J. Zeng, Reputation-based interaction promotes cooperation with reinforcement learning, IEEE Trans. Evol. Comput. 28, 1177 (2023).
- J. Zhang, Z. Rong, G. Zheng, J. Zhang, and L. Chen, The emergence of cooperation via Q-learning in spatial donation game, J. Phys. Complex. 5, 025006 (2024).
- G. Attanasi, P. Battigalli, E. Manzoni, and R. Nagel, Disclosure of belief-dependent preferences in a trust game, Econ. Theory 1 (2025).
- Z. Hu, X. Li, J. Wang, C. Xia, Z. Wang, and M. Perc, Adaptive reputation promotes trust in social networks, IEEE Trans. Network Sci. Eng. 8, 3087 (2021).
- C. Tang, A. Li, and X. Li, When reputation enforces evolutionary cooperation in unreliable manets, IEEE Trans. Cybern. 45, 2190 (2014).
- X. Li, M. Feng, W. Han, and C. Xia, -player trust game with second-order reputation evaluation in the networked population, IEEE Syst. J. 17, 2982 (2022).
- T. A. Han, C. Perret, and S. T. Powers, When to (or not to) trust intelligent machines: Insights from an evolutionary game theory analysis of trust in repeated games, Cogn. Syst. Res. 68, 111 (2021).
- N. Masuda and M. Nakamura, Coevolution of trustful buyers and cooperative sellers in the trust game, PLoS One 7, e44169 (2012).
- N. Masuda, Evolution via imitation among like-minded individuals, J. Theor. Biol. 349, 100 (2014).
- I. S. Lim and N. Masuda, To trust or not to trust: Evolutionary dynamics of an asymmetric -player trust game, IEEE Trans. Evol. Comput. 28, 117 (2023).
- A. Liu, L. Wang, G. Chen, and X. Guan, Heterogeneously networked evolutionary games with intergroup conflicts, IEEE Trans. Cybern. 54, 5684 (2024).
- M. A. Nowak, K. M. Page, and K. Sigmund, Fairness versus reason in the ultimatum game, Science 289, 1773 (2000).
- J. Hofbauer and K. Sigmund, Evolutionary game dynamics, Bull. Am. Math. Soc. 40, 479 (2003).
- K. Sigmund, The Calculus of Selfishness (Princeton University Press, Princeton, NJ, 2010).
- F. Bolle, Rewarding trust: An experimental study, Theory Decis. 45, 83 (1998).
- M. Fiedler and E. Haruvy, The effect of third party intervention in the trust game, J. Behav. Exp. Econ. 67, 65 (2017).
- Y. Ohtsubo, S. Sasaki, D. Nakanishi, and J. Igawa, Within-individual associations among third-party intervention strategies: Third-party helpers, but not punishers, reward generosity, Evol. Behav. Sci. 12, 113 (2018).
- X. Fang and X. Chen, Evolutionary dynamics of trust in the -player trust game with individual reward and punishment, Eur. Phys. J. B 94, 176 (2021).
- Z. Wang, A. Szolnoki, and M. Perc, Rewarding evolutionary fitness with links between populations promotes cooperation, J. Theor. Biol. 349, 50 (2014).
- M. H. Duong and T. A. Han, Cost efficiency of institutional incentives for promoting cooperation in finite populations, Proc. R. Soc. A 477, 20210568 (2021).
- T. A. Han, L. M. Pereira, F. C. Santos, and T. Lenaerts, Institutional incentives for the evolution of committed cooperation: Ensuring participation is as important as enhancing compliance, J. R. Soc. Interface 19, 20220036 (2022).
- J. Xiao, L. Liu, X. Chen, and A. Szolnoki, Evolution of cooperation driven by sampling reward, J. Phys. Complex. 4, 045003 (2023).
- A. Alventosa, A. Antonioni, and P. Hernández, Pool punishment in public goods games: How do sanctioners’ incentives affect us? J. Econ. Behav. Organ. 185, 513 (2021).
- A. Kumar, V. Capraro, and M. Perc, The evolution of trust and trustworthiness, J. R. Soc. Interface 17, 20200491 (2020).
- C. Wang, W. Zhang, X. Wang, and A. Szolnoki, Inter-role reciprocity in evolutionary trust game on square lattices, Chaos 35, 083117 (2025).
- A. Szolnoki and M. Perc, Reward and cooperation in the spatial public goods game, Europhys. Lett. 92, 38003 (2010).
- P. D. Taylor and L. B. Jonker, Evolutionary stable strategies and game dynamics, Math. Biosci. 40, 145 (1978).