160 search results - page 21 / 32 » Optimization on a Budget: A Reinforcement Learning Approach |
97
Voted
IJCAI
2003
15 years 1 months ago
2003
In this paper we describe an integrated multilevel learning approach to multiagent coalition formation in a real-time environment. In our domain, agents negotiate to form teams to...
69
Voted
ATAL
2007
Springer
15 years 5 months ago
2007
Springer
A MAS architecture consisting of service centers is proposed. Within each service center, a mediator coordinates service delivery by allocating individual tasks to corresponding t...
122
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GECCO
2008
Springer
15 years 22 days ago
2008
Springer
For artificial entities to achieve high degrees of autonomy they will need to display appropriate adaptability. In this sense adaptability includes representational flexibility gu...
120
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JCP
2007
14 years 11 months ago
2007
Abstract— We describe a general method to transform a non-Markovian sequential decision problem into a supervised learning problem using a K-bestpaths algorithm. We consider an a...
111
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AGENTS
1999
Springer
15 years 4 months ago
1999
Springer
We consider the problem of how to design large decentralized multiagent systems (MAS’s) in an automated fashion, with little or no hand-tuning. Our approach has each agent run a...