A hyperloop transportation system (100) for transporting goods, is disclosed. The hyperloop transportation system (100) includes a pipeline (102), and a robot vehicle (104). The pipeline (102) includes guided rails (114) adapting the robot vehicle to travel within pipeline (102). The vehicle control system (106) controls the robot vehicle (104) using fluid flow deflector (204), and transmission and braking system (202). The fluid flow deflector provides force to the robot vehicle (104) for accelerating the robot vehicle (104), based on compressed fluid flow across the pipeline (102) by an air compressor (712). The transmission and braking system (202) controls movements of robot vehicle (104). At least two wheel assemblies are arranged on at least two sides of the wagon (108). Each wheel assembly includes wheels arranged to pass on the guided rails (114) for adapting the robot vehicle (104) to travel within the pipeline (102).