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ATAL
2010
Springer
15 years 7 months ago
Point-based policy generation for decentralized POMDPs
Memory-bounded techniques have shown great promise in solving complex multi-agent planning problems modeled as DEC-POMDPs. Much of the performance gains can be attributed to pruni...
Feng Wu, Shlomo Zilberstein, Xiaoping Chen
ATAL
2010
Springer
15 years 7 months ago
History-dependent graphical multiagent models
A dynamic model of a multiagent system defines a probability distribution over possible system behaviors over time. Alternative representations for such models present tradeoffs i...
Quang Duong, Michael P. Wellman, Satinder P. Singh...
AIMSA
2008
Springer
16 years 1 months ago
The Agent Modeling Language (AMOLA)
This paper presents the Agent MOdeling LAnguage (AMOLA). This language provides the syntax and semantics for creating models of multi-agent systems covering the analysis and design...
Nikolaos I. Spanoudakis, Pavlos Moraitis
PROMAS
2005
Springer
16 years 6 days ago
Extending the Capability Concept for Flexible BDI Agent Modularization
Abstract. Multi-agent systems are a natural way of decomposing complex systems into more manageable and decentralized units. Nevertheless, as single agents can represent complex su...
Lars Braubach, Alexander Pokahr, Winfried Lamersdo...
AOSE
2004
Springer
16 years 3 days ago
Bridging the Gap Between Agent-Oriented Design and Implementation Using MDA
Current agent-oriented methodologies focus mainly on multi-agent systems analysis and design, but without providing straightforward connections to the implementation of such system...
Mercedes Amor, Lidia Fuentes, Antonio Vallecillo