# Collective behavior of artificial intelligence population: transition from optimization to game

> Research article (Nonlinear Dynamics, 2019) · cited 19× · AI/ML

**Wikidata**: [openalex:W2908641813](https://www.wikidata.org/wiki/openalex:W2908641813)  
**Source**: https://4ort.xyz/entity/collective-behavior-of-artificial-intelligence-population-transition-from-optimization-to-game