Abstract: An autonomous mobile robot is provided. The autonomous mobile robot includes an upper module including a cargo space provided therein, and a cover, a lower module positioned under the upper module and providing a driving force, a driving module provided in the lower module, and a control unit that controls an operation of the driving module, in which the driving module includes a plurality of pairs of wheels capable of asynchronously contacting a road surface or ground so as to overcome a step or a stair.

Abstract: A mobile robot platform system evolves autonomous driving ability of a mobile robot through reinforcement learning in various environments. The mobile robot platform system includes a remote control unit configured to perform remote control of the mobile robot according to its purpose of use; an autonomous driving unit configured to autonomously drive the mobile robot in an autonomous driving section based on a preset criterion; a data collection unit configured to collect data for driving of the mobile robot; a learning unit configured to train the mobile robot using reinforcement learning data including the collected data; and a determination unit configured to determine a remote control section and the autonomous driving section based on a level of the training when the mobile robot moves to a corresponding destination.