Comparing Knowledge-based Reinforcement Learning to Neural Networks in a Strategy Game

Liudmyla Nechepurenko, Viktor Voss, Vyacheslav Gritsenko

The paper reports on an experiment, in which a Knowledge-Based Reinforcement Learning (KB-RL) method was compared to a Neural Network (NN) approach in solving a classical Artificia…