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In this paper, we study the problem of cost optimisation of individual-based institutional incentives (reward, punishment, and hybrid) for guaranteeing a certain minimal level of cooperative behaviour in a well-mixed, finite population. In…

种群与进化 · 定量生物学 2024-07-30 M. H. Duong , C. M. Durbac , T. A. Han

Prior research shows that social norms can reduce algorithm aversion, but little is known about how such norms become established. Most accounts emphasize technological and individual determinants, yet AI adoption unfolds within…

人机交互 · 计算机科学 2025-09-05 Jaroslaw Kornowicz , Maurice Pape , Kirsten Thommes

This paper explores the emergence of norms in agents' societies when agents play multiple -even incompatible- roles in their social contexts simultaneously, and have limited interaction ranges. Specifically, this article proposes two…

多智能体系统 · 计算机科学 2015-03-25 George Vouros

A variety of fairness constraints have been proposed in the literature to mitigate group-level statistical bias. Their impacts have been largely evaluated for different groups of populations corresponding to a set of sensitive attributes,…

机器学习 · 计算机科学 2022-07-01 Jialu Wang , Xin Eric Wang , Yang Liu

Confirmation bias and peer pressure both have substantial impacts on the formation of collective decisions. Nevertheless, few attempts have been made to study how the interplay between these two mechanisms affects public opinion evolution.…

物理与社会 · 物理学 2020-12-22 Longzhao Liu , Xin Wang , Shaoting Tang , Zhiming Zheng

In previous papers it was demonstrated that lower performance groups have a larger size-dependent cumulative advantage for receiving citations than top-performance groups. Furthermore, regardless of performance, larger groups have less…

物理与社会 · 物理学 2008-01-04 Anthony F. J. van Raan

Budget officers often assess public project proposals based on available financial support and expected outcomes. However, behavioral factors such as time discounting and psychological hesitation may lead to underinvestment in programs with…

综合经济学 · 经济学 2025-05-14 Makoto Kuroki , Shusaku Sasaki

People often engage in costly cooperation, especially in repeated interactions. When deciding whether to cooperate, individuals typically take into account how others have acted in the past. For instance, when one person is deciding whether…

种群与进化 · 定量生物学 2024-11-07 Saptarshi Pal , Christian Hilbe , Nikoleta E Glynatsi

For a real-world decision-making problem, the reward function often needs to be engineered or learned. A popular approach is to utilize human feedback to learn a reward function for training. The most straightforward way to do so is to ask…

机器学习 · 计算机科学 2023-10-31 Xiang Ji , Huazheng Wang , Minshuo Chen , Tuo Zhao , Mengdi Wang

Large language models (LLMs) are increasingly used as automated evaluators, yet prior works demonstrate that these LLM judges often lack consistency in scoring when the prompt is altered. However, the effect of the grading scale itself…

We design and implement lab experiments to evaluate the normative appeal of behavior arising from models of ambiguity-averse preferences. We report two main empirical findings. First, we demonstrate that behavior reflects an incomplete…

理论经济学 · 经济学 2024-07-26 Christoph Kuzmics , Brian W. Rogers , Xiannong Zhang

Identifying mechanisms able to sustain costly cooperation among self-interested agents is a central problem across social and biological sciences. One possible solution is peer punishment: when agents have an opportunity to sanction…

物理与社会 · 物理学 2022-12-19 Mohammad Salahshour , Vincent Oberhauser , Matteo Smerlak

Indirect punishment traditionally sustains cooperation in social systems through reputation or norms, often by reducing defectors' payoffs indirectly. In this study, we redefine indirect punishment for structured populations as a spatially…

物理与社会 · 物理学 2025-06-04 Yujia Wen , Zhixue He , Chen Shen , Jun Tanimoto

Inferring reward functions from human behavior is at the center of value alignment - aligning AI objectives with what we, humans, actually want. But doing so relies on models of how humans behave given their objectives. After decades of…

机器学习 · 计算机科学 2023-10-31 Joey Hong , Kush Bhatia , Anca Dragan

Despite the potential impact of explanations on decision making, there is a lack of research on quantifying their effect on users' choices. This paper presents an experimental protocol for measuring the degree to which positively or…

人机交互 · 计算机科学 2023-03-17 Krisztian Balog , Filip Radlinski , Andrey Petrov

We examine the effect of noise on societies of agents using an agent-based model of evolutionary norm emergence. Generally, we see that noisy societies are more selfish, smaller and discontent, and are caught in rounds of perpetual…

多智能体系统 · 计算机科学 2024-11-28 Stavros Anagnou , Daniel Polani , Christoph Salge

Numerous works are proposed to align large language models (LLMs) with human intents to better fulfill instructions, ensuring they are trustful and helpful. Nevertheless, some human instructions are often malicious or misleading and…

计算与语言 · 计算机科学 2024-03-08 Rui Wang , Hongru Wang , Fei Mi , Yi Chen , Boyang Xue , Kam-Fai Wong , Ruifeng Xu

A good group reputation often facilitates more efficient synergistic teamwork in production activities. Here we translate this simple motivation into a reputation-based synergy and discounting mechanism in the public goods game.…

物理与社会 · 物理学 2024-04-09 Wenqiang Zhu , Xin Wang , Chaoqian Wang , Longzhao Liu , Hongwei Zheng , Shaoting Tang

We study the evolution of public cooperation on two interdependent networks that are connected by means of a utility function, which determines to what extent payoffs in one network influence the success of players in the other network. We…

物理与社会 · 物理学 2012-02-13 Zhen Wang , Attila Szolnoki , Matjaz Perc

Indirect reciprocity is a mechanism that explains large-scale cooperation in human societies. In indirect reciprocity, an individual chooses whether or not to cooperate with another based on reputation information, and others evaluate the…

种群与进化 · 定量生物学 2023-10-20 Yuma Fujimoto , Hisashi Ohtsuki