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AGENTS
2001
Springer
13 years 9 months ago
Exploring decision processes in multi-agent automated contracting
We are interested in multi-agent contracting, in which customers must solicit the resources and capabilities of other, self-interested agents in order to accomplish their goals. G...
John Collins, Maria L. Gini
CISIS
2010
IEEE
13 years 8 months ago
A Pattern-Based Coordination and Test Framework for Multi-Agent Simulation of Production Automation Systems
— Production automation systems consist of many entities (like robots and shuttles) that interact in complex ways to provide the overall system functionality like product assembl...
Thomas Moser, Munir Merdan, Stefan Biffl
ITSSA
2006
109views more  ITSSA 2006»
13 years 4 months ago
Gene Expression Analysis in Multi-Agent Environment
Abstract. This paper presents a multi-agent approach to gene expression analysis and illustrates the working steps using real dataset produced from a microarray experiment. The ana...
H. C. Lam, M. Vazquez, B. Juneja, Scott C. Fahrenk...
ESAW
2008
Springer
13 years 6 months ago
A Reverse Engineering Form for Multi Agent Systems
The IODA methodology allows automated construction of models from an ontology, consisting of generic interactions that we can assign to families of agents. Thanks to the measuremen...
François Gaillard, Yoann Kubera, Philippe M...
ATAL
2008
Springer
13 years 6 months ago
Efficient multi-agent reinforcement learning through automated supervision
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in large-scale systems. In this work, we develop a supervision fr...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser