Fast Downward SMAC

Fast Downward SMAC uses the SMAC algorithm configurator (Hutter, Hoos, and Leyton-Brown 2011) to find a single configuration of Fast Downward (Helmert 2006) for a given planning domain. It closely follows the methodology used by Fawcett et al. (2011), but employs the newer modelbased algorithm configurator SMAC instead of ParamILS (Hutter et al. 2009) to optimize Fast Downward for each domain of the IPC 2014 learning track. In the following we will describe our configuration setup.