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Games, Volume 13, Issue 3 (June 2022) – 15 articles

Cover Story (view full-size image): The Kolkata Paise Restaurant Problem is a challenging game in which n agents decide where to have lunch during their break. The game is not trivial because there are exactly n restaurants, and each restaurant can accommodate only one agent. In this paper, the problem is approached from a new angle, and a novel strategy resulting in greater utilization is proposed. Adopting a spatially distributed approach where the restaurants are uniformly distributed in the entire city area makes it possible for every agent to visit multiple restaurants. For each agent, the situation resembles that of the iconic traveling salesman, who must compute an optimal route through n cities. The advantages of this policy and the increase in utilization are confirmed by the resulting probabilistic formulas. View this paper
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16 pages, 2391 KiB  
Article
Overcoming Choice Inertia through Social Interaction—An Agent-Based Study of Mobile Subscription Decision
by Barsha Saha, Miguel Martínez-García, Sharad Nath Bhattacharya and Rohit Joshi
Games 2022, 13(3), 47; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030047 - 20 Jun 2022
Viewed by 1774
Abstract
Subscription decision in the telecom market is quite complex and cumbersome, invoking decision inertia in consumers and resulting in suboptimal choices. We implemented choice inertia and consumer interaction as an agent-based model to better understand the process. The model illustrates that with adequate [...] Read more.
Subscription decision in the telecom market is quite complex and cumbersome, invoking decision inertia in consumers and resulting in suboptimal choices. We implemented choice inertia and consumer interaction as an agent-based model to better understand the process. The model illustrates that with adequate peer interactions with active consumers, inactive consumers could overcome their inertia significantly and switch to a better alternative. Furthermore, the newly converted active consumers influenced their inert neighbors as a ripple effect. Active consumers contribute to firm profits and healthy market competition. Moreover, in environments with low neighborhood effects and a stronger inertia threshold, firms are able to maintain profits by retaining inert consumers. We show that apart from the attractiveness of market offerings, firms can benefit from understanding consumer inertia and devising means to reduce it. Full article
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11 pages, 1033 KiB  
Opinion
What Can Game Theory Tell Us about an AI ‘Theory of Mind’?
by Michael S. Harré
Games 2022, 13(3), 46; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030046 - 20 Jun 2022
Cited by 3 | Viewed by 3591
Abstract
Game theory includes a rich source of methods for analysing strategic interactions where there are a small number of agents, each having only a few choices. In more complex settings though, where there are many choices over indefinite time horizons involving large social [...] Read more.
Game theory includes a rich source of methods for analysing strategic interactions where there are a small number of agents, each having only a few choices. In more complex settings though, where there are many choices over indefinite time horizons involving large social groups, these methods are unlikely to fully capture the causes of agent behaviour. If agents are able to simplify the task of understanding what others might do by modelling the constraints of others, particularly unobservable cognitive constraints, then the possible behavioural outcomes can be similarly restricted, thereby reducing the complexity of a social interaction. Having a cognitive representation of the unobserved causal states of others is an aspect of a ‘Theory of Mind’ and it plays a central role in the psychology of social interactions. In this article I examine a selection of results on the theory of mind and connect these with the ‘game theory of mind’ to draw conclusions regarding the complexity of one-on-one and large-scale social coordination. To make this explicit, I will illustrate the relationship between the two psychological terms ‘introspection’ and ‘theory of mind’ and the economic analysis of game theory, while retaining as much as possible of the richness of the psychological concepts. It will be shown that game theory plays an important role in modelling interpersonal relationships for both biological and artificial agents, but it is not yet the whole story, and some psychological refinements to game theory are discussed. Full article
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12 pages, 321 KiB  
Article
Level-k Models and Overspending in Contests
by Malin Arve and Marco Serena
Games 2022, 13(3), 45; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030045 - 10 Jun 2022
Cited by 1 | Viewed by 2082
Abstract
The experimental evidence on contests often reports overspending of contest participants compared to the theoretical Nash equilibrium outcome. We show that a standard level-k model may rationalize overspending in contests. This result complements the existing literature on overspending in contests, and it [...] Read more.
The experimental evidence on contests often reports overspending of contest participants compared to the theoretical Nash equilibrium outcome. We show that a standard level-k model may rationalize overspending in contests. This result complements the existing literature on overspending in contests, and it bridges an open gap between the contest and auction literature. In fact, the literature on auctions often runs parallel to that on contests.Overbidding in auctions has also been documented empirically, and it has been shown that, in private-value auctions, such overbidding can be rationalized by level-k reasoning. We bridge the existing gap between the auction and contest literature by showing that overbidding may also be true in a theoretical contest environment with level-k reasoning. Full article
(This article belongs to the Special Issue Advances in the Theory and Applications of Contests and Tournaments)
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14 pages, 470 KiB  
Article
Monte Carlo Methods for the Shapley–Shubik Power Index
by Yuto Ushioda, Masato Tanaka and Tomomi Matsui
Games 2022, 13(3), 44; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030044 - 02 Jun 2022
Viewed by 2175
Abstract
This paper deals with the problem of calculating the Shapley–Shubik power index in weighted majority games. We propose an efficient Monte Carlo algorithm based on an implicit hierarchical structure of permutations of players. Our algorithm outputs a vector of power indices preserving the [...] Read more.
This paper deals with the problem of calculating the Shapley–Shubik power index in weighted majority games. We propose an efficient Monte Carlo algorithm based on an implicit hierarchical structure of permutations of players. Our algorithm outputs a vector of power indices preserving the monotonicity, with respect to the voting weights. We show that our algorithm reduces the required number of samples, compared with the naive algorithm. Full article
(This article belongs to the Section Algorithmic and Computational Game Theory)
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16 pages, 938 KiB  
Article
On the Impact of an Intermediary Agent in the Ultimatum Game
by Ernan Haruvy and Yefim Roth
Games 2022, 13(3), 43; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030043 - 31 May 2022
Viewed by 1738
Abstract
Delegating bargaining to an intermediary agent is common practice in many situations. The proposer, while not actively bargaining, sets constraints on the intermediary agent’s offer. We study ultimatum games where proposers delegate bargaining to an intermediary agent by setting boundaries on either end [...] Read more.
Delegating bargaining to an intermediary agent is common practice in many situations. The proposer, while not actively bargaining, sets constraints on the intermediary agent’s offer. We study ultimatum games where proposers delegate bargaining to an intermediary agent by setting boundaries on either end of the offer. We find that after accounting for censoring, intermediaries treat these boundaries similarly to a nonbinding proposer suggestion. Specifically, we benchmark on a nonbinding setting where the proposer simply states the offer they would like to have made. We find that specifying a constraint on the intermediary has the same effect as the benchmark suggestion once censoring is accounted for. That is, giving an agent a price ceiling or price floor is treated, by the agent, the same as expressing a direct price wish, as long as the constraint is not binding. We discuss the implications of these findings in terms of the importance of communication and the role of constraints in bargaining with intermediaries. Full article
(This article belongs to the Section Behavioral and Experimental Game Theory)
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24 pages, 3716 KiB  
Article
Optimal Policymaking under Yardstick Vote: An Experimental Study
by Albert Argilaga and Jijian Fan
Games 2022, 13(3), 42; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030042 - 30 May 2022
Cited by 1 | Viewed by 3274
Abstract
We develop a numerical model that simulates the evolution of a virtual population with an incentive and ability-based wage, capital yield from savings, social welfare system, and total income subject to taxation and political turnovers. Meta-heuristics, particle swarm optimization (PSO) in particular, is [...] Read more.
We develop a numerical model that simulates the evolution of a virtual population with an incentive and ability-based wage, capital yield from savings, social welfare system, and total income subject to taxation and political turnovers. Meta-heuristics, particle swarm optimization (PSO) in particular, is used to find optimal taxation given the constraints of a plurality democracy with yardstick vote. Results show that the policymaker tends to a taxation system that is highly punitive for a minority in order to win the election by benefiting others. Such decision-making leads to a cyclic taxation policy with high taxation targeting sequential portions of the population. Full article
(This article belongs to the Section Behavioral and Experimental Game Theory)
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15 pages, 937 KiB  
Article
Memory Recall Bias of Overconfident and Underconfident Individuals after Feedback
by King-King Li
Games 2022, 13(3), 41; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030041 - 23 May 2022
Cited by 1 | Viewed by 2956
Abstract
We experimentally investigate the memory recall bias of overconfident (underconfident) individuals after receiving feedback on their overconfidence (underconfidence). Our study differs from the literature by identifying the recall pattern conditional on subjects’ overconfidence/underconfidence. We obtain the following results. First, overconfident (underconfident) subjects exhibit [...] Read more.
We experimentally investigate the memory recall bias of overconfident (underconfident) individuals after receiving feedback on their overconfidence (underconfidence). Our study differs from the literature by identifying the recall pattern conditional on subjects’ overconfidence/underconfidence. We obtain the following results. First, overconfident (underconfident) subjects exhibit overconfident (underconfident) recall despite receiving feedback on their overconfidence (underconfidence). Second, awareness of one’s overconfidence or underconfidence does not eliminate memory recall bias. Third, the primacy effect is stronger than the recency effect. Overall, our results suggest that memory recall bias is mainly due to motivated beliefs of sophisticated decision makers rather than naïve decision-making. Full article
(This article belongs to the Special Issue Economics of Motivated Beliefs)
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16 pages, 431 KiB  
Article
The Evolution of Cooperation in Two-Dimensional Mobile Populations with Random and Strategic Dispersal
by Kyle Weishaar and Igor V. Erovenko
Games 2022, 13(3), 40; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030040 - 20 May 2022
Cited by 1 | Viewed by 1605
Abstract
We investigate the effect of the environment dimensionality and different dispersal strategies on the evolution of cooperation in a finite structured population of mobile individuals. We consider a population consisting of cooperators and free-riders residing on a two-dimensional lattice with periodic boundaries. Individuals [...] Read more.
We investigate the effect of the environment dimensionality and different dispersal strategies on the evolution of cooperation in a finite structured population of mobile individuals. We consider a population consisting of cooperators and free-riders residing on a two-dimensional lattice with periodic boundaries. Individuals explore the environment according to one of the four dispersal strategies and interact with each other via a public goods game. The population evolves according to a birth–death–birth process with the fitness of the individuals deriving from the game-induced payouts. We found that the outcomes of the strategic dispersal strategies in the two-dimensional setting are identical to the outcomes in the one-dimensional setting. The random dispersal strategy, not surprisingly, resulted in the worst outcome for cooperators. Full article
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27 pages, 1659 KiB  
Article
A Model of Trust
by Gabriele Bellucci
Games 2022, 13(3), 39; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030039 - 17 May 2022
Cited by 1 | Viewed by 2684
Abstract
Trust is central to a large variety of social interactions. Different research fields have empirically and theoretically investigated trust, observing trusting behaviors in different situations and pinpointing their different components and constituents. However, a unifying, computational formalization of those diverse components and constituents [...] Read more.
Trust is central to a large variety of social interactions. Different research fields have empirically and theoretically investigated trust, observing trusting behaviors in different situations and pinpointing their different components and constituents. However, a unifying, computational formalization of those diverse components and constituents of trust is still lacking. Previous work has mainly used computational models borrowed from other fields and developed for other purposes to explain trusting behaviors in empirical paradigms. Here, I computationally formalize verbal models of trust in a simple model (i.e., vulnerability model) that combines current and prospective action values with beliefs and expectancies about a partner’s behavior. By using the classic investment game (IG)—an economic game thought to capture some important features of trusting behaviors in social interactions—I show how variations of a single parameter of the vulnerability model generates behaviors that can be interpreted as different “trust attitudes”. I then show how these behavioral patterns change as a function of an individual’s loss aversion and expectations of the partner’s behavior. I finally show how the vulnerability model can be easily extended in a novel IG paradigm to investigate inferences on different traits of a partner. In particular, I will focus on benevolence and competence—two character traits that have previously been described as determinants of trustworthiness impressions central to trust. The vulnerability model can be employed as is or as a utility function within more complex Bayesian frameworks to fit participants’ behavior in different social environments where actions are associated with subjective values and weighted by individual beliefs about others’ behaviors. Hence, the vulnerability model provides an important building block for future theoretical and empirical work across a variety of research fields. Full article
(This article belongs to the Special Issue A Yin and Yang Perspective on the Trust Game: Trust and Reciprocity)
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11 pages, 644 KiB  
Article
Quid Pro Quo CSR and Trade Liberalization in a Bilateral Monopoly
by Shih-Shen Chen, Chien-Shu Tsai and Chen Chen
Games 2022, 13(3), 38; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030038 - 12 May 2022
Viewed by 1992
Abstract
We construct a dynamic bilateral monopoly game to analyze the bargaining between a foreign manufacturer and a domestic retailer regarding the wholesale price and explain the foreign upstream firm’s corporate social responsibility (CSR) initiative and its economic impacts on the domestic market. Under [...] Read more.
We construct a dynamic bilateral monopoly game to analyze the bargaining between a foreign manufacturer and a domestic retailer regarding the wholesale price and explain the foreign upstream firm’s corporate social responsibility (CSR) initiative and its economic impacts on the domestic market. Under free trade, the foreign upstream firm’s CSR initiative realizes improvements in consumer surplus and social welfare in the home country. A “win–win–win” strategy exists, as the foreign manufacturer has more of an incentive to implement CSR when the government implements a strategic trade policy. The consumer-friendly action implemented by the foreign upstream firm leads to adequate consumer welfare and social welfare, which mitigates the government’s political hostility. With the high bargaining power of the foreign upstream firm and the low weight of the consumer-friendly upstream firm, the government should set a higher tariff rate for the foreign upstream firm to extract rent and enhance social welfare. Full article
(This article belongs to the Section Applied Game Theory)
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14 pages, 1273 KiB  
Article
Asymmetric Horizontal Differentiation under Advertising in a Cournot Duopoly
by Malcolm Brady
Games 2022, 13(3), 37; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030037 - 07 May 2022
Cited by 1 | Viewed by 2078
Abstract
Horizontal differentiation is generally derived from the aggregate utility function and is assumed to be symmetric. However, empirical work suggests that asymmetric horizontal differentiation can exist in practice. This paper examines the topic of asymmetric horizontal differentiation by allowing a firm’s costly advertising [...] Read more.
Horizontal differentiation is generally derived from the aggregate utility function and is assumed to be symmetric. However, empirical work suggests that asymmetric horizontal differentiation can exist in practice. This paper examines the topic of asymmetric horizontal differentiation by allowing a firm’s costly advertising to have a different impact on its own demand function than it does on that of its rival. This leads to the interesting analytical result that advertising that increases the cross-price effect of its rival can lead to an increase in firm profits. This introduces the possibility of a ‘couple’ effect where firm advertising can tilt its own and its rival’s demand functions in different directions. Several competitive advertising ‘couple’ scenarios are explored using numerical simulation. Full article
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18 pages, 2074 KiB  
Article
Backup Agreement as a Coordination Mechanism in a Decentralized Fruit Chain in a Developing Country
by Margy Nathalia Rojas Palacios, Diego León Peña Orozco and Jesús Gonzalez-Feliu
Games 2022, 13(3), 36; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030036 - 29 Apr 2022
Cited by 2 | Viewed by 2138
Abstract
This paper aims to analyze the impacts of a backup agreement contract on the performance of a small agricultural producers’ citrus supply chain. A backup agreement contract, which ensures for each echelon that a quantity of products will be bought independently of real [...] Read more.
This paper aims to analyze the impacts of a backup agreement contract on the performance of a small agricultural producers’ citrus supply chain. A backup agreement contract, which ensures for each echelon that a quantity of products will be bought independently of real demand, is proposed to coordinate a three-echelon supply chain, aimed at improving income. After presenting an overview of the literature that shows various coordination mechanisms but no backup agreement proposals for supply chain coordination, this paper develops a decentralized three-echelon supply chain facing stochastic customer demand and includes the backup agreement as a coordination mechanism to guarantee a balanced relationship between the chain members. The model is tested in a real case study in Colombia, and a sensitivity analysis is provided. Results show that a backup agreement contract coordinates the small agricultural producers’ supply chain and improves income for each echelon, especially for the small producer. However, the economic mechanism complexity can limit coordination among echelons, mainly because of a lack of trust and consolidated supply capacity from small farmers. The foregoing requires the development of an associative structure by small producers, which is proposed as future research work. Full article
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21 pages, 726 KiB  
Article
Sustainability of Intertwined Supply Networks: A Game-Theoretic Approach
by Olga Gorbaneva and Guennady Ougolnitsky
Games 2022, 13(3), 35; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030035 - 28 Apr 2022
Cited by 2 | Viewed by 2278
Abstract
A formal game-theoretic model of an intertwined supply network, in full and simplified versions, is proposed. Conditions for the sustainable development of an active system are presented in general form and then specified to the class of intertwined supply networks. As an illustration, [...] Read more.
A formal game-theoretic model of an intertwined supply network, in full and simplified versions, is proposed. Conditions for the sustainable development of an active system are presented in general form and then specified to the class of intertwined supply networks. As an illustration, a concise example of the dynamic Cournot duopoly and a detailed example of the model of Social and Private Interests Coordination Engines (SPICE-model) for a marketing network are considered and analytically investigated and sustainability conditions are established. An important conclusion is that the sustainable development of the active system is possible only under the viability conditions satisfied simultaneously with coordinating the interests of all active agents of the system. Full article
(This article belongs to the Topic Game Theory and Applications)
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21 pages, 1671 KiB  
Article
Economic Harmony—A Rational Theory of Fairness and Cooperation in Strategic Interactions
by Ramzi Suleiman
Games 2022, 13(3), 34; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030034 - 21 Apr 2022
Viewed by 2641
Abstract
Experimental studies show that the Nash equilibrium and its refinements are poor predictors of behavior in non-cooperative strategic games. Cooperation models, such as ERC and inequality aversion, yield superior predictions compared to the standard game theory predictions. However, those models are short of [...] Read more.
Experimental studies show that the Nash equilibrium and its refinements are poor predictors of behavior in non-cooperative strategic games. Cooperation models, such as ERC and inequality aversion, yield superior predictions compared to the standard game theory predictions. However, those models are short of providing a general theory of behavior in economic interactions. In two previous articles, we proposed a rational theory of behavior in non-cooperative games, termed Economic Harmony theory (EH). In EH, we retained the rationality principle but modified the players’ utilities by defining them as functions of the ratios between their actual and aspired payoffs. We also abandoned the equilibrium concept in favor of the concept of “harmony,” defined as the intersection of strategies at which all players are equally satisfied. We derived and tested the theory predictions of behavior in the ultimatum game, the bargaining game with alternating offers, and the sequential common-pool resource dilemma game. In this article, we summarize the main tenets of EH and its previous predictions and test its predictions for behaviors in the public goods game and the trust game. We demonstrate that the harmony solutions account well for the observed fairness and cooperation in all the tested games. The impressive predictions of the theory, without violating the rationality principle nor adding free parameters, indicate that the role of benevolent sentiments in promoting fairness and cooperation in the discussed games is only marginal. Strikingly, the Golden Ratio, known for its aesthetically pleasing properties, emerged as the point of fair demands in the ultimatum game, the sequential bargaining game with alternating offers, and the sequential CPR dilemma game. The emergence of the golden ratio as the fairness solution in these games suggests that our perception of fairness and beauty are correlated. Because the harmony predictions underwent post-tests, future experiments are needed for conducting ex ante tests of the theory in the discussed games and in other non-cooperative games. Given the good performance of economic harmony where game theory fails, we hope that experimental economists and other behavioral scientists undertake such a task. Full article
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21 pages, 349 KiB  
Article
The Distributed Kolkata Paise Restaurant Game
by Kalliopi Kastampolidou, Christos Papalitsas and Theodore Andronikos
Games 2022, 13(3), 33; https://0-doi-org.brum.beds.ac.uk/10.3390/g13030033 - 20 Apr 2022
Cited by 4 | Viewed by 2691
Abstract
The Kolkata Paise Restaurant Problem is a challenging game in which n agents decide where to have lunch during their break. The game is not trivial because there are exactly n restaurants, and each restaurant can accommodate only one agent. We study this [...] Read more.
The Kolkata Paise Restaurant Problem is a challenging game in which n agents decide where to have lunch during their break. The game is not trivial because there are exactly n restaurants, and each restaurant can accommodate only one agent. We study this problem from a new angle and propose a novel strategy that results in greater utilization. Adopting a spatially distributed approach where the restaurants are uniformly distributed in the entire city area makes it possible for every agent to visit multiple restaurants. For each agent, the situation resembles that of the iconic traveling salesman, who must compute an optimal route through n cities. We rigorously prove probabilistic formulas that confirm the advantages of this policy and the increase in utilization. The derived equations generalize formulas that were previously known in the literature, which can be seen as special cases of our results. Full article
(This article belongs to the Topic Game Theory and Applications)
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