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» Approximate Reasoning Based on Similarity
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PRICAI
2004
Springer
14 years 1 months ago
Building a Case-Based Reasoner for Clinical Decision Support
Orion Systems International Limited has recognised the need in the healthcare industry for an application to provide robust clinical decision support. One possible approach is to d...
Anna Wills, Ian Watson
EWCBR
2008
Springer
13 years 9 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...
IJCAI
1989
13 years 9 months ago
Platypus: A Constraint-Based Reasoning System
Platypus is a constraint-based reasoning engine for synthesis, diagnosis and other recognition tasks. While its target applications are similar to those of many rule-based expert ...
William S. Havens, Paul Stephen Rehfuss
ICCBR
2007
Springer
14 years 1 months ago
Case-Based Reasoning Adaptation for High Dimensional Solution Space
Case-Based Reasoning (CBR) is a methodology that reuses the solutions of previous similar problems to solve new problems. Adaptation is the most difficult stage in the CBR cycle, e...
Ying Zhang, Panos Louvieris, Maria Petrou
FLAIRS
2008
13 years 10 months ago
A Case-Based Reasoning Approach to Imitating RoboCup Players
We describe an effort to train a RoboCup soccer-playing agent playing in the Simulation League using casebased reasoning. The agent learns (builds a case base) by observing the be...
Michael W. Floyd, Babak Esfandiari, Kevin Lam