Learning to Predict Without Looking Ahead: World Models Without Forward Prediction

C. Daniel Freeman, Luke Metz, David Ha

Much of model-based reinforcement learning involves learning a model of an agent's world, and training an agent to leverage this model to perform a task more efficiently. While the…