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» A social reinforcement learning agent
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ATAL
2006
Springer
14 years 1 months ago
Improving reinforcement learning with context detection
Bruno Castro da Silva, Eduardo W. Basso, Filipo St...
AAAI
2006
13 years 11 months ago
RL-CD: Dealing with Non-Stationarity in Reinforcement Learning
Bruno Castro da Silva, Eduardo W. Basso, Ana L. C....
KCAP
2009
ACM
14 years 4 months ago
Interactively shaping agents via human reinforcement: the TAMER framework
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...
W. Bradley Knox, Peter Stone
ATAL
2003
Springer
14 years 3 months ago
Resource allocation games with changing resource capacities
In this paper we study a class of resource allocation games which are inspired by the El Farol Bar problem. We consider a system of competitive agents that have to choose between ...
Aram Galstyan, Shashikiran Kolar, Kristina Lerman
ATAL
2006
Springer
14 years 1 months ago
Learning the required number of agents for complex tasks
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...
Sébastien Paquet, Brahim Chaib-draa