But while many assumed that their 22-year marriage was heading toward divorce, the 63-year-old former Olympian said that they aren't planning to legally put an end to their union -- not yet.
"I'm doing great," Jenner told People Wednesday. "Kris is happy, I'm happy. Nobody is filing for divorce."
"Kris has her own place and I have my own place. There's no animosity. Everything is good," he added.
"We are living separately and we are much happier this way," the Jenners said in a joint statement Tuesday. "But we will always have much love and respect for each other. Even though we are separated, we will always remain best friends and, as always, our family will remain our number one priority."
"We're not going there," Jenner said when asked if he would start dating again. "I have my family, I have my kids. All my time is filled."
Swim Week Miami Beach 2014 [PHOTOS]