163 citations · 589 across the 42 of their papers we have counts for
Showing 2012 · cs.AIShow all
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cs.AI2012★ 68 cited
Inductive Policy Selection for First-Order MDPs
Sung Wook Yoon, Alan Fern, Robert Givan
We select policies for large Markov Decision Processes (MDPs) with compact first-order representations. We find policies that generalize well as the number of objects in the domain…
cs.AI2012★ 17 cited
Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games
Jesse Hostetler, Ethan W. Dereszynski, Thomas G. Dietterich +1
In typical real-time strategy (RTS) games, enemy units are visible only when they are within sight range of a friendly unit. Knowledge of an opponent's disposition is limited to wh…