For Markov decision processes with long horizons (i.e., discount factors close to one), it is common in practice to use reduced horizons during planning to speed computation. Howe...
Nan Jiang, Alex Kulesza, Satinder Singh, Richard L...
To make intelligent decisions, robots often use models of the effects of their actions on the world. Unfortunately, it is often infeasible to have the perfect knowledge and compu...
The leading approach for computing strong game-theoretic strategies in large imperfect-information games is to first solve an abstracted version of the game offline, then perform...
We consider fractional hedonic games, where self-organized groups (or clusters) are created as a result of the strategic interactions of independent and selfish players and the h...