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AAAI
2006
13 years 10 months ago
Value-Function-Based Transfer for Reinforcement Learning Using Structure Mapping
Transfer learning concerns applying knowledge learned in one task (the source) to improve learning another related task (the target). In this paper, we use structure mapping, a ps...
Yaxin Liu, Peter Stone
AAAI
1994
13 years 10 months ago
Formalizing Ontological Commitment
Formalizing the ontological commitment of a logical language means offering a way to specify the intended meaning of its vocabulary by constraining the set of its models, giving e...
Nicola Guarino, Massimiliano Carrara, Pierdaniele ...
AAAI
1994
13 years 10 months ago
Evolving Neural Networks to Focus Minimax Search
Neural networks were evolved through genetic algorithms to focus minimax search in the game of Othello. At each level of the search tree, the focus networks decide which moves are...
David E. Moriarty, Risto Miikkulainen
AAAI
1990
13 years 10 months ago
Tree Decomposition with Applications to Constraint Processing
This paper concerns the task of removing redundant information from a given knowledge base, and restructuring it in the form of a tree, so as to admit efficient problem solving ro...
Itay Meiri, Judea Pearl, Rina Dechter
AAAI
2007
13 years 11 months ago
Single Document Summarization with Document Expansion
Existing methods for single document summarization usually make use of only the information contained in the specified document. This paper proposes the technique of document expa...
Xiaojun Wan, Jianwu Yang