My favorite thing to do is find a narrow problem that doesn't have a good solution, and then build one. Here are the highlights, from my blog. brandonrohrer.org/blog.html#al...
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Some are minor tweaks to existing methods, oknn (online k-nearest neighbors). Some are grander in scope, like Ziptie and Cartographer, which give a new way for robots to model their worlds. But they share a thread of curiosity, experimentation, and visceral satisfaction of pieces snapping into place
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