Bob and Alice Go to a Bar: Reasoning About Future With Probabilistic Programs

David Tolpin, Tomer Dobkin

It is well known that reinforcement learning can be cast as inference in an appropriate probabilistic model. However, this commonly involves introducing a distribution over agent t…