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EWCBR
2008
Springer
13 years 7 months ago
CBR System for Leukemia Patients Diagnosis
The use of computational methods is fundamental in cancer research. One of the possibilities is the use of Artificial Intelligence techniques. Several of these techniques have been...
Juan Francisco de Paz, Sara Rodríguez, Javi...
EWCBR
2008
Springer
13 years 7 months ago
Noticeably New: Case Reuse in Originality-Driven Tasks
"Similar problems have similar solutions" is a basic tenet of case-based inference. However this is not satisfied for CBR systems where the task is to achieve original so...
Belén Díaz-Agudo, Enric Plaza, Juan ...
EWCBR
2008
Springer
13 years 7 months ago
Recognizing the Enemy: Combining Reinforcement Learning with Strategy Selection Using Case-Based Reasoning
This paper presents CBRetaliate, an agent that combines Case-Based Reasoning (CBR) and Reinforcement Learning (RL) algorithms. Unlike most previous work where RL is used to improve...
Bryan Auslander, Stephen Lee-Urban, Chad Hogg, H&e...
EWCBR
2008
Springer
13 years 7 months ago
Real-Time Plan Adaptation for Case-Based Planning in Real-Time Strategy Games
Abstract. Case-based planning (CBP) is based on reusing past successful plans for solving new problems. CBP is particularly useful in environments where the large amount of time re...
Neha Sugandh, Santiago Ontañón, Ashw...
EWCBR
2008
Springer
13 years 7 months ago
Forgetting Reinforced Cases
To meet time constraints, a CBR system must control the time spent searching in the case base for a solution. In this paper, we presents the results of a case study comparing the p...
Houcine Romdhane, Luc Lamontagne