Robot Localization with Python and Particle Filters

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在此指导项目中,您将:
1 hour
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无需下载
分屏视频
英语(English)
仅限桌面

In this one hour long project-based course, you will tackle a real-world problem in robotics. We will be simulating a robot that can move around in an unknown environment, and have it discover its own location using only a terrain map and an elevation sensor. We will encounter some of the classic challenges that make robotics difficult: noisy sensor data, and imprecise movement. We will tackle these challenges with an artificial intelligence technique called a particle filter. By the end of this project, you will have coded a particle filter from scratch using Python and numpy. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

您要培养的技能

  • Particle Filter

  • Artificial Intelligence (AI)

  • localization

  • Robotics

  • Numpy

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