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107
Voted
DAGSTUHL
1990
15 years 4 months ago
1990
A connectionist model for robust reasoning, CONSYDERR, is proposed to account for some common reasoning patterns found in commonsense reasoning and to remedy the brittleness probl...
136
Voted
ICMLA
2010
15 years 28 days ago
2010
Abstract--In the Relational Reinforcement learning framework, we propose an algorithm that learns an action model allowing to predict the resulting state of each action in any give...
143
Voted
IJKESDP
2010
15 years 26 days ago
2010
Cognitive Agents must be able to decide their actions based on their recognized states. In general, learning mechanisms are equipped for such agents in order to realize intellgent ...
117
Voted
AI
2011
Springer
14 years 10 months ago
2011
Springer
Much like relational probabilistic models, the need for relational preference models arises naturally in real-world applications where the set of object classes is fixed, but obj...
117
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KDD
2006
ACM
16 years 4 months ago
2006
ACM
A new class of associations (polynomial itemsets and polynomial association rules) is presented which allows for discovering nonlinear relationships between numeric attributes wit...