Chinese Journal of Intelligent Science and Technology ›› 2019, Vol. 1 ›› Issue (4): 335-341.doi: 10.11959/j.issn.2096-6652.201938

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Parallel art:artistic creation under human-machine collaboration

Chao GUO1,2,Yue LU1,2,Yilun LIN1,Fan ZHUO3,Fei-Yue WANG1,2,4   

  1. 1 The State Key Laboratory for Management and Control of Complex Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China
    2 University of Chinese Academy of Sciences,Beijing 100049,China
    3 Central Academy of Fine Arts,Beijing 100102,China
    4 Qingdao Academy of Intelligent Industries,Qingdao 266109,China
  • Revised:2019-11-11 Online:2019-12-20 Published:2020-02-29


The artistic creation of machine has drawn considerable attention and achieved significant development in recent years.There are more and more artworks processed partially by specific algorithms,or even created entirely by machines.Despite their popularity,it is hard for these artworks to be accepted by humans because of their underwhelming sensory impacts and lack of empathy.However,their impact is highly concerned by the art community.A theoretical framework called the parallel art system was proposed to solve the technical and human-machine-relationship challenges in artistic creation.The system aims to build a partnership between humans and machines,enabling them to collaborate in a parallel manner,and even provide a new way to integrate human emotion and machine logic.

Key words: parallel art, art, artificial intelligence, human-machine collaboration, ACP, reinforcement learning, parallellearning, human-in-the-loop, parallel system

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