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How Do You Set Up Conditions for a Robotic Task?
The reward is reaching the goal or doing what you do. But that also means that you have to learn much more because you don't have this in between steps. There we are still using deep reinforcement learning also to make this map of the environment combined with classical deep learning for recognition and for segmentation, semantic segmentation of your environment.