Richie said a reunion could happen in the next two years.
"We better do it now, or in the next 10 years nobody would care," he told reporters before singing at Antigua's Romantic Rhythms festival.
Richie, 58, said it was important for the group to get together before it loses more band members. Lead guitarist Milan Williams died two years ago.
The Commodores were known for hits like "Three Times a Lady" and "Brick House."
Richie broke away from the Commodores in the late 1970s and topped the charts in the 1980s with songs like "Endless Love" and "Say You, Say Me."
Lionel Richie joined by Commodores at Essence fest
Jul 6, 2009 1:00 am PDT
Lionel Richie got a little help from his former bandmates to close out the weekend's Essence Music Festival: Members of The Commodores joined him on stage to sing several of their hits, including "Brick House" and "Just to be Close to You....
Lionel Richie ready to "Go" with new music
May 18, 2009 8:00 pm PDT
After letting others guide his creative direction on two albums, Lionel Richie plans to take control again on his next recording project. Producers and writers including StarGate, The-Dream, Christopher "Tricky" Stewart, Ne-Yo and Akon pl...
Lionel Richie, Steve Miller honored at L.A. awards
Apr 10, 2008 2:00 am PDT
Lionel Richie didn't dance on the ceiling, and Steve Miller didn't fly like an eagle, but both veterans seemed pretty thrilled to pick up lifetime achievement honors at a music industry awards show in Hollywood on Wednesday. Richi...
Lionel Gushes over Grandkid, Idol Cover
Mar 6, 2008 5:00 am PST
Like any new grandfather, Lionel Richie can't stop gushing. "G-Pa is right here," Richie announced to E! News anchor Ryan Seacrest on his KIIS-FM radio show Thursday morning, before launching into the requisite proud grandpa s...
Grammy nominations in top categories
Dec 6, 2007 9:43 am PST
Nominees announced Thursday in top categories for the 50th Annual Grammy Awards: Record of the Year: "Irreplaceable," Beyonce; "The Pretender," Foo Fighters; "Umbrella," Rihanna featuring Jay-Z; "What Goes Around ... Comes Around," Justi...