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ECML
2006
Springer
15 years 10 months ago
Approximate Policy Iteration for Closed-Loop Learning of Visual Tasks
Abstract. Approximate Policy Iteration (API) is a reinforcement learning paradigm that is able to solve high-dimensional, continuous control problems. We propose to exploit API for...
Sébastien Jodogne, Cyril Briquet, Justus H....
EELC
2006
124views Languages» more  EELC 2006»
15 years 10 months ago
How Grammar Emerges to Dampen Combinatorial Search in Parsing
Abstract. According to the functional approach to language evolution (inspired by cognitive linguistics and construction grammar), grammar arises to deal with issues in communicati...
Luc Steels, Pieter Wellens
ESA
2006
Springer
136views Algorithms» more  ESA 2006»
15 years 10 months ago
Approximation in Preemptive Stochastic Online Scheduling
Abstract. We present a first constant performance guarantee for preemptive stochastic scheduling to minimize the sum of weighted completion times. For scheduling jobs with release ...
Nicole Megow, Tjark Vredeveld
ESWS
2006
Springer
15 years 10 months ago
Automatic Extraction of Hierarchical Relations from Text
Abstract. Automatic extraction of semantic relationships between entity instances in an ontology is useful for attaching richer semantic metadata to documents. In this paper we pro...
Ting Wang, Yaoyong Li, Kalina Bontcheva, Hamish Cu...
FM
2006
Springer
126views Formal Methods» more  FM 2006»
15 years 10 months ago
Towards Modularized Verification of Distributed Time-Triggered Systems
Abstract. The correctness of a system according to a given specification is essential, especially for safety-critical applications. One such typical application domain is the autom...
Jewgenij Botaschanjan, Alexander Gruler, Alexander...
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