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ATAL
2011
Springer
12 years 8 months ago
Learning by demonstration in repeated stochastic games
Jacob W. Crandall, Malek H. Altakrori, Yomna M. Ha...
ECML
2006
Springer
14 years 13 days ago
Constant Rate Approximate Maximum Margin Algorithms
We present a new class of perceptron-like algorithms with margin in which the "effective" learning rate, defined as the ratio of the learning rate to the length of the we...
Petroula Tsampouka, John Shawe-Taylor
AUTOMATICA
2008
134views more  AUTOMATICA 2008»
13 years 9 months ago
Probabilistic reachability and safety for controlled discrete time stochastic hybrid systems
In this work, probabilistic reachability over a finite horizon is investigated for a class of discrete time stochastic hybrid systems with control inputs. A suitable embedding of ...
Alessandro Abate, Maria Prandini, John Lygeros, Sh...