49 citations · 127 across the 28 of their papers we have counts for
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cs.LG2006
Low-complexity modular policies: learning to play Pac-Man and a new framework beyond MDPs
Istvan Szita, Andras Lorincz
In this paper we propose a method that learns to play Pac-Man. We define a set of high-level observation and action modules. Actions are temporally extended, and multiple action mo…
math.ST2006★ 14 cited
Real and Complex Independent Subspace Analysis by Generalized Variance
Zoltan Szabo, Andras Lorincz
Here, we address the problem of Independent Subspace Analysis (ISA). We develop a technique that (i) builds upon joint decorrelation for a set of functions, (ii) can be related to…