This paper has two primary purposes: to motivate the need for machine
learning in scheduling systems and to survey work on machine learning
in scheduling. In order to motivate the need for machine learning in s
cheduling, we briefly motivate the need for systems employing artifici
al intelligence methods for scheduling. This leads to a need for incor
porating adaptive methods-learning.