885 citations · 2.4k across the 41 of their papers we have counts for
3 papers · 1 filter
Computational Analysis of Perfect-Information Position Auctions
David R. M Thompson, Kevin Leyton-Brown
After experimentation with other designs, the major search engines converged on the weighted, generalized second-price auction (wGSP) for selling keyword advertisements. Notably, t…
Empirically Evaluating Multiagent Learning Algorithms
Erik Zawadzki, Asher Lipson, Kevin Leyton-Brown
There exist many algorithms for learning how to play repeated bimatrix games. Most of these algorithms are justified in terms of some sort of theoretical guarantee. On the other ha…
ParamILS: An Automatic Algorithm Configuration Framework
Frank Hutter, Thomas Stuetzle, Kevin Leyton-Brown +1
The identification of performance-optimizing parameter settings is an important part of the development and application of algorithms. We describe an automatic framework for this a…