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IJIT
2004
15 years 8 months ago
On proposing a Markup Language for Statecharts to be used in Performance Evaluation
Statecharts have been originally created to specify complex reactive systems for use in simulating real-time applications. They extend state transition diagrams with notons of hier...
A. S. M. S. Amaral, R. R. Veloso, Nandamudi Lankal...
NIPS
1994
15 years 7 months ago
Finding Structure in Reinforcement Learning
Reinforcement learning addresses the problem of learning to select actions in order to maximize one's performance inunknownenvironments. Toscale reinforcement learning to com...
Sebastian Thrun, Anton Schwartz
ECAI
2010
Springer
15 years 7 months ago
Open-ended Grounded Semantics
Artificial agents trying to achieve communicative goals in situated interactions in the real-world need powerful computational systems for conceptualizing their environment. In ord...
Michael Spranger, Martin Loetzsch, Simon Pauw
ML
2008
ACM
104views Machine Learning» more  ML 2008»
15 years 6 months ago
Many holes in hindley-milner
We implement statically-typed multi-holed contexts in OCaml using an underlying algebraic datatype augmented with phantom types. Existing approaches require dynamic checks or more...
Sam Lindley
MP
2008
101views more  MP 2008»
15 years 6 months ago
Accelerating the cubic regularization of Newton's method on convex problems
In this paper we propose an accelerated version of the cubic regularization of Newton's method [6]. The original version, used for minimizing a convex function with Lipschitz...
Yu. Nesterov