Chinese Journal of Intelligent Science and Technology ›› 2022, Vol. 4 ›› Issue (3): 344-354.doi: 10.11959/j.issn.2096-6652.202246

• Papers and Reports • Previous Articles     Next Articles

Architecture and key techniques of parallel creation through the fusion of human-cyber-physical intelligence in CPSS

Chao GUO1, Yue LU1,2, Xiao WANG1,3, Da YI1, Xiao WANG4, Fei-Yue WANG1,5   

  1. 1 The State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
    2 School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China
    3 Parallel Intelligence Innovation Center, Qingdao Academy of Intelligent Industries, Qingdao 266114, China
    4 Purdue University, West Lafayette IN 47907-2050, USA
    5 Institute of Science and Art, National Museum of China, Beijing 100006, China
  • Revised:2022-08-08 Online:2022-09-15 Published:2022-09-01
  • Supported by:
    The National Natural Science Foundation of China(61533019)


With the expansion of the fields covered by AI, artistic creation will become the next hot spot for AI research and applications.Building a metaverse with diverse styles, realistic contents, flexible strokes and accurate descriptions based on parallel system theory and ACP approach will provide a feasible way to improve AI creation capability.The intelligence of human, AI, and robots were fused to develop a parallel creation architecture through the creation by AI, the evaluation by humans, and the execution by robots.The parallel creation with the key methods of style transfer, content combination, stroke generation and image captioning in computational experiments were explained.The parallel creation system was validated through the painting experiments.The parallel creation system will improve the creation capability of artificial intelligence in cyberspace and physical space, and promote the human-cyber-physical collaborative creation through the fusion of them.

Key words: parallel system, ACP, artistic creation, metaverse, human-cyber-physical intelligence

CLC Number: 

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