Sunday, 7 September 2014

Online Course: Artificial Intelligence for Robotics

Udacity Link: Artificial Intelligence for Robotics

Easy-to-learn course, by studying the course, I implemented the following algorithms in C# for my library:


  • Bayesian Filter: Histogram Filter (Uni-Variate)
  • Bayesian Filter: Particle Filter (Multi-Variate)
  • Bayesian Filter: Kalman Filter (Multi-Variate)
  • Robotics: SLAM (Simultaneous Localization and Mapping) (Multi-Variate)
  • Controller: Tweedle for PID Controller parameter tuning
  • Controller: Smoothing function for path

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