Probability to the Rescue!
• Possible solution: probabilities
– summarizes uncertainty
– gives likelihood information, incomplete theory
can be refined, can handle partial evidence,
but…
– rules can still be big Þ stay tuned for
simplifying assumptions
• How might an agent use probabilities to
choose actions given percepts?