1
Maximize realism with granular simulation.
Example:Each customer is simulated individually with distinct behaviors.
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2
Consistent simulation with mechanistic rules.
Example:A price-vs-quality curve keeps customer behavior consistent.
quality $ price subscribe reject
3
Interconnected world dynamics.
Example:Customer segments influence each other and prevent exploitation of isolated dynamics
Engineers Freelancer Finance Healthcare
4
Non-stationarity.
Example:Competitors shifts customer preferences and test agent’s capability to adapt
Agent R&D finished quality +0.18 ↑ Competitor moves quality +0.12 ↑ Customer preference shifts $