17 citations · 187 across the 55 of their papers we have counts for
4 papers · 1 filter
Quasi-Perfect Stackelberg Equilibrium
Alberto Marchesi, Gabriele Farina, Christian Kroer +2
Equilibrium refinements are important in extensive-form (i.e., tree-form) games, where they amend weaknesses of the Nash equilibrium concept by requiring sequential rationality and…
Regret Circuits: Composability of Regret Minimizers
Gabriele Farina, Christian Kroer, Tuomas Sandholm
Regret minimization is a powerful tool for solving large-scale problems; it was recently used in breakthrough results for large-scale extensive-form game solving. This was achieved…
Solving Large Sequential Games with the Excessive Gap Technique
Christian Kroer, Gabriele Farina, Tuomas Sandholm
There has been tremendous recent progress on equilibrium-finding algorithms for zero-sum imperfect-information extensive-form games, but there has been a puzzling gap between theor…
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games
Gabriele Farina, Christian Kroer, Tuomas Sandholm
Regret minimization is a powerful tool for solving large-scale extensive-form games. State-of-the-art methods rely on minimizing regret locally at each decision point. In this work…