38 citations · 121 across the 18 of their papers we have counts for
3 papers · 1 filter
Augmented Probability Simulation Methods for Sequential Games
Tahir Ekin, Roi Naveiro, Alberto Torres-Barrán +1
We present a robust framework with computational algorithms to support decision makers in sequential games. Our framework includes methods to solve games with complete information,…
Opponent Aware Reinforcement Learning
Victor Gallego, Roi Naveiro, David Rios Insua +1
In certain reinforcement learning (RL) scenarios there are adversaries trying to interfere with the underlying reward process for their own benefit. We introduce Threatened Markov…
Gradient Methods for Solving Stackelberg Games
Roi Naveiro, David Ríos Insua
Stackelberg Games are gaining importance in the last years due to the raise of Adversarial Machine Learning (AML). Within this context, a new paradigm must be faced: in classical g…