Expected Utility
This video presents the same text shown beside it, spoken and on screen. It adds nothing the text does not say.
State
The expected utility of an action is the weighted average of its outcomes' utilities, weighted by their probabilities — and the optimal decision is the action with the highest.
Show
Unit 6's weighted average, now averaging what the agent cares about instead of dollars or days.
Watch for
Both columns matter by construction — how likely, and how much — exactly what the blind policy lacked.