Causally Correct Partial Models for Reinforcement Learning

Danilo J. Rezende, Ivo Danihelka, George Papamakarios +11

In reinforcement learning, we can learn a model of future observations and rewards, and use it to plan the agent's next actions. However, jointly modeling future observations can b…