22 citations · 34 across the 10 of their papers we have counts for
3 papers · 1 filter
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments
Robert Loftin, Mustafa Mert Çelikok, Herke van Hoof +2
In multi-agent problems requiring a high degree of cooperation, success often depends on the ability of the agents to adapt to each other's behavior. A natural solution concept in…
Zero-Shot Assistance in Sequential Decision Problems
Sebastiaan De Peuter, Samuel Kaski
We consider the problem of creating assistants that can help agents solve new sequential decision problems, assuming the agent is not able to specify the reward function explicitly…
Correlated Feature Selection with Extended Exclusive Group Lasso
Yuxin Sun, Benny Chain, Samuel Kaski +1
In many high dimensional classification or regression problems set in a biological context, the complete identification of the set of informative features is often as important as…