Task-Relevant Object Discovery and Categorization for Playing First-person Shooter Games

Junchi Liang, Abdeslam Boularias

We consider the problem of learning to play first-person shooter (FPS) video games using raw screen images as observations and keyboard inputs as actions. The high-dimensionality o…