Artificial Intelligence for Robotics

Exercises for the AI for Robotics course on Udacity.

Topics

Histogram filter
Kalman filter
Particle filter
Search (path planning)
Path smoothing
PID control
Twiddle (coordinate ascent) parameter optimisation
Simultaneous Localisation and Mapping (SLAM)