Peer Incentive Reinforcement Learning for Cooperative Multiagent Games

Zhang, Tianle; Liu, Zhen; Pu, Zhiqiang; Yi, Jianqiang

doi:10.1109/tg.2022.3196925

Cited by 3 publications

(1 citation statement)

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“…Establishing clear expectations, rules, and behavior guidelines reinforces a sense of collective responsibility and accountability among residents. Consistent enforcement [43] of both positive and negative consequences [44] helps to maintain order, fairness, and trust within the community, reinforcing the -expectations of expectations‖ by Niklas Luhmann mentioned in the previous paragraph.…”

Section: The "Carrot and Stick" Mechanismmentioning

confidence: 61%

Navigating Organization Dynamics: The Real-World Example of Condominium Life in Sicily During the COVID-19 Era in Late 2022-2023

Fucà,

Cubico

2024

IJEBO

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The COVID-19 pandemic brought unprecedented challenges, especially in shared living environments. This study explores the behavior of 39 residents, aged 17 to 91, in a Sicilian condominium, focusing on adherence to socio-juridical mandates and sanitation protocols in communal spaces post-2020 pandemic. The research builds on a previous study that examined the impact of COVID-19 during the first wave, considering factors such as meeting cancellations, social distancing, and mask mandates. The objective is to understand how these factors influenced collective decision-making during and after the pandemic and to assess the alignment of individual actions with collective goals. The present quantitative analysis investigates the trade-offs in collective decision-making, emphasizing the role of shared responsibility in mitigating risks and fostering cooperation. This study underscores the importance of condominium administrators and legal support in promoting cooperative dynamics and socio-juridical precautions for economic resilience. Metrics such as β** (ratio of individual benefit to community benefit) and θ** (ratio of individual self-interest) are introduced to quantify their impact on decision-making processes and societal norms. Finally, this research highlights the significance of coordinated efforts and the need for effective socio-juridical frameworks to enhance communal living and ensure collective well-being during crises.

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Section: The "Carrot and Stick" Mechanismmentioning

confidence: 61%