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ICCBR
2009
Springer
14 years 2 months ago
Improving Reinforcement Learning by Using Case Based Heuristics
This work presents a new approach that allows the use of cases in a case base as heuristics to speed up Reinforcement Learning algorithms, combining Case Based Reasoning (CBR) and ...
Reinaldo A. C. Bianchi, Raquel Ros, Ramon Ló...
FLAIRS
2003
13 years 9 months ago
Hybrid Deletion Policies for Case Base Maintenance
Case memory maintenance in a Case-Based Reasoning system is important for two main reasons: (1) to control the case memory size; (2) to reduce irrelevant and redundant instances t...
Maria Salamó, Elisabet Golobardes
GRID
2004
Springer
14 years 1 months ago
A Web based Conversational Case-Based Recommender System for Ontology aided Metadata Discovery
Locating resources of interest in a large resourceintensive environment is a challenging problem. In this paper we present research on addressing this problem through the developm...
Mehmet S. Aktas, Marlon E. Pierce, Geoffrey Fox, D...
HICSS
2003
IEEE
148views Biometrics» more  HICSS 2003»
14 years 27 days ago
A Framework for Case-Based Fuzzy Multicriteria Decision Support for Tropical Cyclone Forecasting
Case-based reasoning and multicriteria decision making have common grounds: they are both problem solving methodologies; both involve the selection, ranking and aggregation of bes...
Jocelyn San Pedro, Frada Burstein
ICCBR
2001
Springer
14 years 2 days ago
An Accurate Adaptation-Guided Similarity Metric for Case-Based Planning
In this paper, we present an adaptation-guided similarity metric based on the estimate of the number of actions between states, called ADG (Action Distance-Guided). It is determine...
Flavio Tonidandel, Marcio Rillo