Machine Learning, Markov Decision Process, Reinforcement Learning.
raining today, what is the likelihood it will be snowing two days from now? Given that it is raining, what are our possible states? Well, the only restriction is that it cannot be nice two days in a row. All other states between now and then are possible. So it could be raining tomorrow and snowing