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Conditional Learning of Rules and Plans by Knowledge Exchange in Logical Agents
July 2011
CLRPKE
This paper is related to logical agents and in particular discusses issues related to learning sets of rules from other agents. In principle, the approach extends to agent societies a feature which is proper of human societies, i.e., the cultural transmission of abilities. However, the new knowledge cannot be blindly accepted and incorporated, but should instead be evaluated (and thus possibly discarded) according to its usefulness. We propose a technique and its formalization.
In proceedings
Stefania Costantini, Pierangelo Dell'Acqua, Luís Moniz Pereira
N. Bassiliades, Guido Governatori, A. Paschke
Rule-Based Reasoning, Programming, and Applications
LNCS
Springer
-
6826
250-265
ISBN 978-3-642-22545
-
Procs. 5th Intl. Symp. on Rules (RuleML 2011@IJCAI)
http://centria.di.fct.unl.pt/~lmp/publications/online-papers/Learning-Rule-Exchange.pdf
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Stefania Costantini and Pierangelo Dell'Acqua and Luís Moniz Pereira, Conditional Learning of Rules and Plans by Knowledge Exchange in Logical Agents, in: N. Bassiliades and Guido Governatori and A. Paschke (eds), Rule-Based Reasoning, Programming, and Applications, LNCS, Springer, Vol. 6826, ISBN ISBN 978-3-642-22545, Pag. 250-265, (http://centria.di.fct.unl.pt/~lmp/publications/online-papers/Learning-Rule-Exchange.pdf), Procs. 5th Intl. Symp. on Rules (RuleML 2011@IJCAI), July 2011.
Stefania Costantini, Pierangelo Dell'Acqua and <a href="/people/members/view.php?code=6175f826202ff877fba2ad77784cb9cb" class="author">Luís Moniz Pereira</a>, <b>Conditional Learning of Rules and Plans by Knowledge Exchange in Logical Agents</b>, in: N. Bassiliades, Guido Governatori and A. Paschke (eds), <u>Rule-Based Reasoning, Programming, and Applications</u>, LNCS, <a href="http://www.springer.com" title="Link to external entity..." target="_blank" class="publisher">Springer</a>, Vol. 6826, ISBN ISBN 978-3-642-22545, Pag. 250-265, (<a href="http://centria.di.fct.unl.pt/~lmp/publications/online-papers/Learning-Rule-Exchange.pdf" target="_blank">url</a>), <i>Procs. 5th Intl. Symp. on Rules (RuleML 2011@IJCAI)</i>, July 2011.
@inproceedings {CLRPKE, author = {Stefania Costantini and Pierangelo Dell'Acqua and Lu\'{\i}s Moniz Pereira}, editor = {N. Bassiliades and Guido Governatori and A. Paschke}, title = {Conditional Learning of Rules and Plans by Knowledge Exchange in Logical Agents}, booktitle = {Rule-Based Reasoning, Programming, and Applications}, series = {LNCS}, publisher = {Springer}, volume = {6826}, pages = {250-265}, isbn = {ISBN 978-3-642-22545}, note = {Procs. 5th Intl. Symp. on Rules (RuleML 2011@IJCAI)}, url = {http://centria.di.fct.unl.pt/~lmp/publications/online-papers/Learning-Rule-Exchange.pdf}, abstract = {This paper is related to logical agents and in particular discusses issues related to learning sets of rules from other agents. In principle, the approach extends to agent societies a feature which is proper of human societies, i.e., the cultural transmission of abilities. However, the new knowledge cannot be blindly accepted and incorporated, but should instead be evaluated (and thus possibly discarded) according to its usefulness. We propose a technique and its formalization.}, keywords = {Conditional Learning, Knowledge exchange, Logical agents}, month = {July}, year = {2011}, }
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