195 search results - page 15 / 39 » Learning Agents for Uncertain Environments (Extended Abstrac... |
145
Voted
ML
1998
ACM
15 years 1 months ago
1998
ACM
Abstract. Coordination is an essential technique in cooperative, distributed multiagent systems. However, sophisticated coordination strategies are not always cost-effective in all...
100
Voted
IJCNN
2006
IEEE
15 years 7 months ago
2006
IEEE
Abstract— Groups of reinforcement learning agents interacting in a common environment often fail to learn optimal behaviors. Poor performance is particularly common in environmen...
131
Voted
ECML
2003
Springer
15 years 7 months ago
2003
Springer
We consider supervised learning of a ranking function, which is a mapping from instances to total orders over a set of labels (options). The training information consists of exampl...
120
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GI
2004
Springer
15 years 7 months ago
2004
Springer
Abstract: This paper presents a multiagent architecture and algorithms for collaborative, self-organizing learning in distributed, heterogeneous and dynamic business systems, where...
133
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LAMAS
2005
Springer
15 years 7 months ago
2005
Springer
In this paper we report on using a relational state space in multi-agent reinforcement learning. There is growing evidence in the Reinforcement Learning research community that a r...