A Machine Learning project on applying Markov decision processes and Q-Learning on robot movement model.
The idea is to apply Q-Learning technique to a two-legged robot, whose goal is to move forward (rightwards) as fast as possible. The program allows you to change robot's legs' size and position of knees; then you can start monitoring its learning process.
Some examples of robot's movement after learning stage:
