458 search results - page 11 / 92 » Q-Decomposition for Reinforcement Learning Agents |
AGENTS
2001
Springer
14 years 5 days ago
2001
Springer
This paper describes Icarus, an agent architecture that embeds a hierarchical reinforcement learning algorithm within a language for specifying agent behavior. An Icarus program e...
ATAL
2006
Springer
13 years 11 months ago
2006
Springer
AAAI
2006
13 years 9 months ago
2006
KCAP
2009
ACM
14 years 2 months ago
2009
ACM
As computational learning agents move into domains that incur real costs (e.g., autonomous driving or financial investment), it will be necessary to learn good policies without n...
ATAL
2006
Springer
13 years 11 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...