513 search results - page 14 / 103 » Metric learning for reinforcement learning agents |
157
click to vote
ATAL
2006
Springer
15 years 10 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...
205
click to vote
ATAL
2005
Springer
16 years 4 days 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...
150
click to vote
ILP
2000
Springer
15 years 10 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...
189
click to vote
ATAL
2007
Springer
16 years 23 days 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...