Simulation of Creative Manifestation by Functional Ensembles of Intellectual Agents Based on Live Information in Various Spheres of Life Activity

Abstract

Neural networks with deep learning and reinforcement are able to compose poetry and music, draw paintings, and write short stories, as well as come up with scripts for films. Functional ensembles of harmoniously interacting intellectual agents with living information can virtually model creativity for various spheres of life activity. Virtual modeling of creativity by harmoniously interacting intellectual agents is carried out based on living creative processes represented by acts of creation accumulated by humanity in a certain sphere of life. Live information of creative acts of creation for functional ensembles from harmoniously interacting intellectual agents is revealed from the effective creative practice of specialists in specific conditions and presented in the format of smart ethical communicative-associative cases. To model creativity, a virtual environment of a certain sphere of activity is formed, in which the ensemble gives birth to a creative fruit according to the plan of a specialist. Functional ensembles of harmoniously interacting intellectual agents with live creative practice can cooperate with a person, and can also independently virtually model the creative creation of new designs of a specialist, if the ensemble has enough acts of creation.

International Activities on the Digital Platform with Artificial Intelligence in Virtual Space

“…Hybrid synergistic artificial intelligence is implemented on the basis of an ethical criterion and a standard of ethical intelligence, a criterion of rational benefit and a standard of cognitive adaptive intelligence, a criterion of risky situations and a standard of critical technological state [5][6]. The development of creative and professional competencies is carried out by intelligent agents in simulation mode in virtual format [7]. Intellectual agents are represented in the image of a person performing creative and professional acts.…”

Ensembles of intelligent agents with expanding communication abilities

“…Sensors and effectors accept argument lists. The execution environment is open to extensions and, thus, ensembles of intelligent agents can add their functions if necessary and thereby develop communicative abilities [23][24][25][26][27][28][29][30][31].…”