We formulate the problem of defogging as state estimation and future state prediction from previous, partial observations in the context of real-time strategy games.  ...  Finally, we demonstrate the relevance of our models to downstream tasks by applying them for enemy unit prediction in a state-of-the-art, rule-based StarCraft bot.  ...  We address this question by considering the problems of state estimation and future state prediction in partially observable real-time strategy (RTS) games, taking StarCraft: Brood War as a running example  ...