Art Gallery Problem with Reinforcement Learning

Hello Everybody, I am new in Matlab.I want to do the preservation of the gallery with the minimum number of guards with the goal function in the art gallery problem on matlab using reinforced learning. Which kind of algorithm should i use? Thank you for your advice.