Jethro's Braindump

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

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