155 search results - page 5 / 31 » Multi-agent Reinforcement Learning Using Strategies and Voti... |
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COOPIS
2000
IEEE
15 years 5 months ago
2000
IEEE
We study the price dynamics in a multi-agent economy consisting of buyers and competing sellers, where each seller has limited information about its competitors’ prices. In this ...
115
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ATAL
2008
Springer
15 years 3 months ago
2008
Springer
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...
115
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ATAL
2008
Springer
15 years 3 months ago
2008
Springer
This paper presents the dynamics of multi-agent reinforcement learning in multiple state problems. We extend previous work that formally modelled the relation between reinforcemen...
106
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AAMAS
2002
Springer
15 years 1 months ago
2002
Springer
Abstract. One of the main questions concerning learning in a Multi-Agent System's environment is: "(How) can agents benefit from mutual interaction during the learning pr...
100
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CORR
2000
Springer
15 years 1 months ago
2000
Springer
We describe a framework and equations used to model and predict the behavior of multi-agent systems (MASs) with learning agents. A difference equation is used for calculating the ...