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Reinforcement Learning and Sim-to-Real transfer for autonomous parking. Physical construction of a mobile robot to test the Sim-to-Real transfer. The goal of this physical robot is to implement a reinforcement learning algorithm to enable autonomous navigation and tasks such as parking.