We report the successful detection of ethanol among a variety of volatile organic compounds (VOCs), including isopropanol, toluene, and acetone at room temperature (RT) via a thermally reduced graphene oxide (T-RGO) based sensor. T-RGO material was prepared by thermal reduction of graphene oxide (GO) at 250°C for 20 min. The properties of as-synthesized T-RGO were elucidated by X-ray diffraction, Raman spectroscopy, FT-IR spectroscopy, scanning electron microscopy, transmission electron microscopy, atomic force microscopy, and Brunauer-Emmett-Teller (BET) techniques. The BET analysis of T-RGO revealed a mesoporous structure with specific surface area of 86.21 m2/g. The proposed T-RGO sensor was exposed to various ethanol concentrations ranging from 5 to 100 ppm and the sensor exhibited maximum response (15%) toward 100 ppm of ethanol at RT. The high sensitivity, fast response (3s)/recovery time (6s), and excellent repeatability of ethanol suggest good selectivity over other tested VOCs. The optimum operating temperature of the sensor was found to be RT (28°C). Upon exposure to different relative humidity (RH) levels, the ethanol sensing response was found to vary by 1.5% from 33% to 83% RH, indicating low dependence of humidity on the sensor performance. In addition, the sensor displayed efficient long-term stability towards ethanol at RT.