9.4k citations · 16.5k across the 107 of their papers we have counts for
3 papers · 2 filters
On the Importance of Domain Model Configuration for Automated Planning Engines
Mauro Vallati, Lukas Chrpa, Thomas L. McCluskey +1
The development of domain-independent planners within the AI Planning community is leading to "off-the-shelf" technology that can be used in a wide range of applications. Moreover,…
Neural Model-based Optimization with Right-Censored Observations
Katharina Eggensperger, Kai Haase, Philipp Müller +2
In many fields of study, we only observe lower bounds on the true response value of some experiments. When fitting a regression model to predict the distribution of the outcomes, w…
Learning Heuristic Selection with Dynamic Algorithm Configuration
David Speck, André Biedenkapp, Frank Hutter +2
A key challenge in satisficing planning is to use multiple heuristics within one heuristic search. An aggregation of multiple heuristic estimates, for example by taking the maximum…