The expected value of a random variable is its long-run average value, obtained by weighting each possible value by its probability. It does not necessarily correspond to a value that can actually be observed. It is used to assess an average gain, an expected cost, or to compare risky options.
Example
Gain of 10 with probability 0.2 and 0 otherwise: expected value = 10 x 0.2 = 2.