is. Intelligence isn’t just the ability to interact with complex, abstract systems, like doing math or playing a board game. It’s also the ability to respond adaptively to complex, incoming information from your senses. Intelligence is being able to see something—say an image from a trailhead—and know how to identify the important parts of it , and then knowing how to act on this information. There’s a log in the middle of the trail? You can just go over it.
Modern Reinforcement Learning is a way of setting up this type of problem so a computer can learn from experience how to interact with. It typically involves deep learning on unstructured data, as described in this post. Hand coding in rules for what to do next based on everything the drone could see would be a huge task, because there are just so many possible inputs the drone could see. Every change in the position of a leaf, every shifting angle on a tree, gives a different input image.
. From the perspective of designing a robot intelligence, these are deep challenges. Much of human genius is not at the level of explaining things, it is at the level of doing things.Source: Photo by Karsten_Ketterman on Pixabay
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