513 search results - page 14 / 103 » Metric learning for reinforcement learning agents |
ATAL
2006
Springer
15 years 4 months ago
2006
Springer
Coordinating agents in a complex environment is a hard problem, but it can become even harder when certain characteristics of the tasks, like the required number of agents, are un...
118
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ATAL
2005
Springer
15 years 6 months ago
2005
Springer
This paper is concerned with how multi-agent reinforcement learning algorithms can practically be applied to real-life problems. Recently, a new coordinated multi-agent exploratio...
89
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ILP
2000
Springer
15 years 4 months ago
2000
Springer
Hierarchical reinforcement learning has been proposed as a solution to the problem of scaling up reinforcement learning. The RLTOPs Hierarchical Reinforcement Learning System is an...
106
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ATAL
2007
Springer
15 years 6 months ago
2007
Springer
To cope with large scale, agents are usually organized in a network such that an agent interacts only with its immediate neighbors in the network. Reinforcement learning technique...
ATAL
2006
Springer
15 years 4 months ago
2006
Springer