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DSOM
2003
Springer
14 years 3 months ago
MobiMan: Bringing Scripted Agents to Wireless Terminal Management
The increasing software complexity of wireless devices and wireless data service provisioning motivates a wireless terminal management challenge. The systems management solution fo...
Venu Vasudevan, Sandeep Adwankar, Nitya Narasimhan
ECML
2006
Springer
14 years 1 months ago
Case-Based Label Ranking
Label ranking studies the problem of learning a mapping from instances to rankings over a predefined set of labels. We approach this setting from a case-based perspective and propo...
Klaus Brinker, Eyke Hüllermeier
NIPS
2008
13 years 11 months ago
Particle Filter-based Policy Gradient in POMDPs
Our setting is a Partially Observable Markov Decision Process with continuous state, observation and action spaces. Decisions are based on a Particle Filter for estimating the bel...
Pierre-Arnaud Coquelin, Romain Deguest, Rém...
PUK
2000
13 years 11 months ago
On the Instantiation of ADL Operators Involving Arbitrary First-Order Formulas
The generation of the set of all ground actions for a given set of ADL operators, which are allowed to have conditional effects and preconditions that can be represented using arbi...
Jana Koehler, Jörg Hoffmann
APIN
2010
107views more  APIN 2010»
13 years 10 months ago
Extracting reduced logic programs from artificial neural networks
Artificial neural networks can be trained to perform excellently in many application areas. While they can learn from raw data to solve sophisticated recognition and analysis prob...
Jens Lehmann, Sebastian Bader, Pascal Hitzler