This example uses the Continuous Action Reinforcement Learning Automata (CARLA) to find the
maxima or minima of the Matlab peaks function given below over the range 0 to 3 for x1 and x2.
Displaying the probability density functions for the two parameters as they evolve.
These are initially set to uniform distributions. Pressing the start button resets the
distribution and runs the CARLA learning algorithm. The button controls change enable selection of maximization or minimization.
Three dimensional plots of the function is shown below. For futher information on the CARLA please refer to my publications
or contact me at mnwhowell@gmail.com.