In this repository I try and solve problems or optimize tasks using reinforcement learning
Optimize advertising to maximise revenue. I have used 2 different algorithms namely Thompson sampling and U.C.B (Upper Confidence Bound). The improvement can be observed upon comparing with the random_selection algorithm in which the advertisements are chosen randomly.