On July 27, 2018 I visited the National Research Council labs in Ottawa to chat with Isaac Tamblyn about physics, machine learning, reinforcement learning and quantum computing. This presentation I gave highlights the place of Reinforement Learning in the modern AI research landscape and connects some related work on modelling of combustion and forest fire spread.