382 citations · 978 across the 50 of their papers we have counts for
3 papers · 1 filter
Solving Games with Functional Regret Estimation
Kevin Waugh, Dustin Morrill, J. Andrew Bagnell +1
We propose a novel online learning method for minimizing regret in large extensive-form games. The approach learns a function approximator online to estimate the regret for choosin…
A Unified View of Large-scale Zero-sum Equilibrium Computation
Kevin Waugh, J. Andrew Bagnell
The task of computing approximate Nash equilibria in large zero-sum extensive-form games has received a tremendous amount of attention due mainly to the Annual Computer Poker Compe…
Predicting Contextual Sequences via Submodular Function Maximization
Debadeepta Dey, Tian Yu Liu, Martial Hebert +1
Sequence optimization, where the items in a list are ordered to maximize some reward has many applications such as web advertisement placement, search, and control libraries in rob…