# Markovian Assumption

Key idea: the past and future data are independent, conditioned on the present.

The Markovian assumption can be violated in many ways:

1. Unmodelled dynamics in the environment
2. Inaccuracies in probabilistic models
3. Approximation errors when using approximate representations of belief functions