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ATAL
2011
Springer
14 years 1 months ago
Learning by demonstration in repeated stochastic games
Jacob W. Crandall, Malek H. Altakrori, Yomna M. Ha...
ECML
2006
Springer
15 years 5 months 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»
15 years 2 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...