Reward Shaping for Improved Learning in Real-time Strategy Game Play

John Kliem, Prithviraj Dasgupta

We investigate the effect of reward shaping in improving the performance of reinforcement learning in the context of the real-time strategy, capture-the-flag game. The game is char…