Authorities are looking for 48-year-old Edward Costa of Desert Hot Springs. Agents say Costa walked away from a halfway house in Rubidoux last month.
He's accused of illegally possessing six pipe bombs that were found in various Palm Springs neighborhoods in May 2011.
Anyone with information about Costa's whereabouts should call the FBI at 1-888-CANT-HIDE (1-888-226-8443).