7 citations · 11 across the 12 of their papers we have counts for
4 papers · 1 filter
Probably Correct Optimal Stable Matching under Two-Sided Uncertainty
Andreas Athanasopoulos, Anne-Marie George, Christos Dimitrakakis
We study a sequential learning problem for stable matchings in two-sided markets where preferences on both sides are initially unknown. We focus on a centralized setting where an a…
Probably Correct Optimal Stable Matching for Two-Sided Markets Under Uncertainty
Andreas Athanasopoulos, Anne-Marie George, Christos Dimitrakakis
We consider a learning problem for the stable marriage model under unknown preferences for the left side of the market. We focus on the centralized case, where at each time step, a…
Eliciting Kemeny Rankings
Anne-Marie George, Christos Dimitrakakis
We formulate the problem of eliciting agents' preferences with the goal of finding a Kemeny ranking as a Dueling Bandits problem. Here the bandits' arms correspond to alternatives…
Interactive Inverse Reinforcement Learning for Cooperative Games
Thomas Kleine Buening, Anne-Marie George, Christos Dimitrakakis
We study the problem of designing autonomous agents that can learn to cooperate effectively with a potentially suboptimal partner while having no access to the joint reward functio…