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Algorithmic Collusion in Cournot Duopoly Market: Evidence from Experimental Economics

Author

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  • Nan Zhou
  • Li Zhang
  • Shijian Li
  • Zhijian Wang

Abstract

Algorithmic collusion is an emerging concept in current artificial intelligence age. Whether algorithmic collusion is a creditable threat remains as an argument. In this paper, we propose an algorithm which can extort its human rival to collude in a Cournot duopoly competing market. In experiments, we show that, the algorithm can successfully extorted its human rival and gets higher profit in long run, meanwhile the human rival will fully collude with the algorithm. As a result, the social welfare declines rapidly and stably. Both in theory and in experiment, our work confirms that, algorithmic collusion can be a creditable threat. In application, we hope, the frameworks, the algorithm design as well as the experiment environment illustrated in this work, can be an incubator or a test bed for researchers and policymakers to handle the emerging algorithmic collusion.

Suggested Citation

  • Nan Zhou & Li Zhang & Shijian Li & Zhijian Wang, 2018. "Algorithmic Collusion in Cournot Duopoly Market: Evidence from Experimental Economics," Papers 1802.08061, arXiv.org.
  • Handle: RePEc:arx:papers:1802.08061
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    File URL: http://arxiv.org/pdf/1802.08061
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    References listed on IDEAS

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    Cited by:

    1. Axel Gautier & Ashwin Ittoo & Pieter Cleynenbreugel, 2020. "AI algorithms, price discrimination and collusion: a technological, economic and legal perspective," European Journal of Law and Economics, Springer, vol. 50(3), pages 405-435, December.
    2. Timo Klein, 2018. "Autonomous Algorithmic Collusion: Q-Learning Under Sequantial Pricing," Tinbergen Institute Discussion Papers 18-056/VII, Tinbergen Institute, revised 01 Nov 2020.

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