This leads us directly into the idea of probabilistic perception, where the agent has some prior knowledge about what particular worlds are likely.In our example above, the entire word didnít eliminate any of the options for the letter, but it was simply much more likely to be an ďaĒ.

This approach has had tremendous successes over the past 15 years, in a variety of very different perception tasks.