Evaluation of digital twins using social automatons
In one example, the present disclosure improves simulations based on the use of digital twins using social automatons. In one example, a method performed by a processing system including at least one processor includes constructing a digital twin of a physical environment, constructing a social automaton, wherein the social automaton comprises a virtual representation of an individual that is programmed to exhibit behaviors and characteristics of the individual, and inserting the social automaton into the digital twin to create an extended reality media in which interactions of the social automaton with the digital twin simulate interactions of the individual with the physical environment.
1. A method comprising:
constructing, by a processing system comprising at least one processor, a digital twin of a physical environment, wherein the digital twin replicates a set of dimensions of the physical environment, a layout of the physical environment, and at least one object that is present in the physical environment, and wherein the digital twin includes a modification to the physical environment, without making the modification to the physical environment;
constructing, by the processing system, a social automaton, wherein the social automaton comprises a virtual representation of an individual that is programmed to exhibit behaviors and characteristics of the individual; and
inserting, by the processing system, the social automaton into the digital twin to create an extended reality media in which interactions of the social automaton with the digital twin simulate interactions of the individual with the physical environment.
2. The method of claim 1 , wherein the modification comprises a change to the set of dimensions.
3. The method of claim 1 , wherein the modification comprises a change to the layout.
4. The method of claim 1 , wherein the modification comprises a change in a location of the at least one object.
5. The method of claim 1 , wherein the modification is a proposed permanent modification.
6. The method of claim 1 , wherein the modification is a proposed temporary modification.
7. The method of claim 1 , wherein the individual is a specific individual.
8. The method of claim 7 , wherein the social automaton is constructed based on an analysis of social media content associated with the specific individual.
9. The method of claim 1 , wherein the individual is a representative of a demographic of individuals.
10. The method of claim 9 , wherein the social automaton is constructed based on an analysis of recorded data depicting at least one individual of the demographic.
11. The method of claim 1 , wherein the social automaton is one of a plurality of social automatons that is simultaneously inserted into the digital twin.
12. The method of claim 11 , wherein interactions of the plurality of social automatons with each other in the digital twin are simulated by the extended reality media.
13. The method of claim 11 , wherein at least two social automatons of the plurality of social automatons are programmed to exhibit different behaviors and characteristics.
14. The method of claim 1 , wherein the social automaton is rendered by the processing system as an overlay, and the inserting comprises superimposing the overlay over the digital twin.
15. The method of claim 1 , further comprising:
modifying, by the processing system at least one of the digital twin and the social automaton, subsequent to the inserting.
16. The method of claim 15 , wherein the modifying is performed in response to a user request.
17. A non-transitory computer-readable medium storing instructions which, when executed by a processing system including at least one processor, cause the processing system to perform operations, the operations comprising:
constructing a digital twin of a physical environment, wherein the digital twin replicates a set of dimensions of the physical environment, a layout of the physical environment, and at least one object that is present in the physical environment, and wherein the digital twin includes a modification to the physical environment, without making the modification to the physical environment;
constructing a social automaton, wherein the social automaton comprises a virtual representation of an individual that is programmed to exhibit behaviors and characteristics of the individual; and
inserting the social automaton into the digital twin to create an extended reality media in which interactions of the social automaton with the digital twin simulate interactions of the individual with the physical environment.
18. The non-transitory computer-readable medium of claim 17 , wherein the modification comprises a change to the set of dimensions.
19. The non-transitory computer-readable medium of claim 17 , wherein the modification comprises a change to the layout.
20. A device comprising:
a processor; and
a computer-readable medium storing instructions which, when executed by the processor, cause the processor to perform operations, the operations comprising:
constructing a digital twin of a physical environment, wherein the digital twin replicates a set of dimensions of the physical environment, a layout of the physical environment, and at least one object that is present in the physical environment, and wherein the digital twin includes a modification to the physical environment, without making the modification to the physical environment;
constructing a social automaton, wherein the social automaton comprises a virtual representation of an individual that is programmed to exhibit behaviors and characteristics of the individual; and
inserting the social automaton into the digital twin to create an extended reality media in which interactions of the social automaton with the digital twin simulate interactions of the individual with the physical environment.