Caitlyn Jenner wishes she had a closer relationship with her ex-wife Kris Jenner. The former Olympic athlete separated from the reality TV star, the mother of her children Kylie and Kendall Jenner, after 22 years of marriage in 2013, with their divorce coming into effect in March 2015, shortly before she came out as a transgender woman.