Polygenic inheritance refers to a single characteristic being controlled by multiple genes, resulting in continuous variation in phenotypes, with examples including human skin color and wheat kernel color. Factors like gene interactions and environmental influences contribute to traits, such as susceptibility to diseases and autism. The document discusses the genetic mechanisms, advantages of different skin colors in various climates, and presents calculations for possible genotypes and phenotypes in polygenic traits.