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106
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AIMSA
2004
Springer
15 years 4 months ago
Towards Well-Defined Multi-agent Reinforcement Learning
Multi-agent reinforcement learning (MARL) is an emerging area of research. However, it lacks two important elements: a coherent view on MARL, and a well-defined problem objective. ...
Rinat Khoussainov
82
Voted
PPSN
2000
Springer
15 years 4 months ago
Towards Automatic Domain Knowledge Extraction for Evolutionary Heuristics
Domain knowledge is essential for successful problem solving and optimization. This paper introduces a framework in which a form of automatic domain knowledge extraction can be im...
Márk Jelasity
117
Voted
ACAL
2009
Springer
15 years 3 months ago
Towards Tailored Communication Networks in Assemblies of Artificial Cells
Abstract. Living Technology is researching novel IT making strong use of programmable chemical systems. These chemical systems shall finally converge to artificial cells resulting ...
Maik Hadorn, Bo Burla, Peter Eggenberger Hotz
116
Voted
AMR
2008
Springer
251views Multimedia» more  AMR 2008»
15 years 2 months ago
Towards User-Adaptive Structuring and Organization of Music Collections
Abstract. We present a prototype system for organization and exploration of music archives that adapts to the user's way of structuring music collections. Initially, a growing...
Sebastian Stober, Andreas Nürnberger
117
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HIS
2008
15 years 2 months ago
Towards a Highly Scalable Hybrid Metaheuristic for Haplotype Inference Under Parsimony
Haplotype Inference is a challenging problem in bioinformatics that consists in inferring the basic genetic constitution of diploid organisms on the basis of their genotype. This ...
Stefano Benedettini, Luca Di Gaspero, Andrea Roli