With pleasure we present to you the research report “Pathway to Future Symbiotic Creativity”. By proposing a novel form of inverse reinforcement learning model, we outline the design of a platform for building machine artist systems. We will also demonstrate its functions and showcase some examples of technologies we have developed. We provide a systematic exposition of the whole ecosystem for AI-based symbiotic art form and community with an economic model built on NFT technology. Ethical issues connected to the development of machine artists will also be discussed in the report.