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Open Access item Retrieving and Reusing Game Plays for Robot Soccer

Authors:Ros, Raquel
Veloso, Manuela
Lopez de Mantaras, Ramon
Sierra, Carles
Arcos, Josep Ll.
Keywords:Artificial Intelligence, CBR, Case-Based Reasoning, Robot Soccer
Issue Date:2006
Citation:Advances in Case-Based Reasoning, 8th European Conference, ECCBR 2006 Fethiye, Turkey, September 4-7, 2006 Proceedings. Lecture Notes in Artificial Intelligence. Vol. 4106, p.p.: 47-61, Springer Berlin / Heidelberg, 2006.
Abstract:The problem of defining robot behaviors to completely address a large and complex set of situations is very challenging. We present an approach for robot’s action selection in the robot soccer domain using Case-Based Reasoning techniques. A case represents a snapshot of the game at time t and the actions the robot should perform in that situation. We basically focus our work on the retrieval and reuse steps of the system, presenting the similarity functions and a planning process to adapt the current problem to a case. We present first results of the performance of the system under simulation and the analysis of the parameters used in the approach.
Description:Best Paper Award The original publication is available at http://www.springerlink.com
Appears in Collections:(IIIA) Comunicaciones congresos

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