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» Optimal status sets of heterogeneous agent programs
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115
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AAAI
2011
13 years 10 months ago
Linear Dynamic Programs for Resource Management
Sustainable resource management in many domains presents large continuous stochastic optimization problems, which can often be modeled as Markov decision processes (MDPs). To solv...
Marek Petrik, Shlomo Zilberstein
79
Voted
ATAL
2008
Springer
15 years 8 days ago
An improved dynamic programming algorithm for coalition structure generation
Forming effective coalitions is a major research challenge in the field of multi-agent systems. Central to this endeavour is the problem of partitioning the set of agents into exh...
Talal Rahwan, Nicholas R. Jennings
88
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SAC
2005
ACM
15 years 3 months ago
Multi-coordination of mobile agents: a model and a component-based architecture
This paper proposes a model along with a reference software architecture enabling multi-coordination between distributed and mobile software agents. Multi-coordination allows agen...
Giancarlo Fortino, Wilma Russo
106
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PAAMS
2010
Springer
14 years 8 months ago
An Automatic Programming ACO-Based Algorithm for Classification Rule Mining
In this paper we present a novel algorithm, named GBAP, that jointly uses automatic programming with ant colony optimization for mining classification rules. GBAP is based on a con...
Juan Luis Olmo, Jose María Luna, José...
85
Voted
GECCO
2010
Springer
212views Optimization» more  GECCO 2010»
15 years 3 months ago
Generative and developmental systems
This paper argues that multiagent learning is a potential “killer application” for generative and developmental systems (GDS) because key challenges in learning to coordinate ...
Kenneth O. Stanley