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ATAL
2006
Springer
15 years 10 months ago
A hierarchical approach to efficient reinforcement learning in deterministic domains
Factored representations, model-based learning, and hierarchies are well-studied techniques for improving the learning efficiency of reinforcement-learning algorithms in large-sca...
Carlos Diuk, Alexander L. Strehl, Michael L. Littm...
BPM
2006
Springer
128views Business» more  BPM 2006»
15 years 10 months ago
A Redesign Framework for Call Centers
An important shortcoming in the Business Process Redesign (BPR) literature is the lack of concrete guidance on how to improve an existing business process. Our earlier work has aim...
Monique H. Jansen-Vullers, Mariska Netjes, Hajo A....
BPM
2006
Springer
105views Business» more  BPM 2006»
15 years 10 months ago
Verifying Workflows with Cancellation Regions and OR-Joins: An Approach Based on Reset Nets and Reachability Analysis
When dealing with complex business processes (e.g., in the context of a workflow implementation or the configuration of some process-aware information system), it is important but ...
Moe Thandar Wynn, Wil M. P. van der Aalst, Arthur ...
CAISE
2006
Springer
15 years 10 months ago
A Pattern for Designing Distributed Heterogeneous Ontologies for Facilitating Application Interoperability
The role of ontologies in knowledge base systems is gradually increasing. Along with the growth of Internet based applications and ecommerce, the need for easy interoperability bet...
M. Chenine, Vandana Kabilan, M. Garcia Lozano
CCECE
2006
IEEE
15 years 10 months ago
Variable Step-Size Affine Projection Algorithm with a Weighted and Regularized Projection Matrix
This paper presents a forgetting factor scheme for variable step-size affine projection algorithms (APA). The proposed scheme uses a forgetting processed input matrix as the projec...
Tao Dai, Andy Adler, Behnam Shahrrava
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