This example uses the Continuous Action Reinforcement Learning Automata (CARLA) to find the maximum of the functions given
below over the range x1 from 0 to 0.6 and x2 from 0 to 0.6. Displaying the probability density
functions for the two parameters each iteration. These are initially set to uniform distributions. Pressing the start button resets the
distribution and runs the learning algorithm. The two buttons invert the x1 and x2 range.
Three dimensional plots of the functions is shown below. For futher information on the CARLA please refer to my publications
or contact me at mnwhowell@gmail.com.