Advantages of a Tuned Radio Frequency (TRF) receiver include simplicity in design, lower cost compared to superheterodyne receivers, and high selectivity for tuning in to specific radio frequencies. Additionally, TRF receivers can be easily modified and customized for specific applications or requirements.