Macromanagement and Strategy Classification in Real-Time Strategy Games

We have done some research on the macro-management modeling and strategy classification in the RTS(real-time strategy) game StarCraft. Similar to the real military battlefield, simulation in the virtual environment could do favor to modeling, realize and predict the opponent strategy which could lead us to the counter strategy. Firstly we collect several typical replays played by professional player, then we do some preprocess and extract the key features to readable data, finally, we use HMM-KNN to do the strategy classification.