Beginners Tutorial: Autonomous Robot Control Theory
From Nick McCrea at Toptal:

In this article, I’m going to describe the control scheme of my simulated robot, illustrate how it interacts with its environment and achieves its goals, and discuss some of the fundamental challenges of robotics that I encountered along the way... (full article)
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