7 min readProbabilistic Reasoning
Reasoning About a Changing World
How two Markov assumptions turn an unbounded history into two small tables, the forward and backward recursions that answer every question about the present and the past, why the most likely sequence needs an algorithm of its own, and what changes when the state is a real number rather than a list.
ProbabilityArtificial Intelligence