Learning Automata Javascript Example



Description

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.

Optimization Surface A Optimization Surface B