Rlj Lodging Trust. Replay the stock market charts of RLJ day by day back to 2003. Open long and short positions without spending any money. RLJ Lodging Trust is a United States-based self-advised and self-administered real estate investment trust (REIT). It acquires branded, focused-service and compact full-service hotels.