138 search results - page 7 / 28 » Keeping diversity when exploring dynamic environments |
COLT
2008
Springer
14 years 12 months ago
2008
Springer
In the multi-armed bandit (MAB) problem there are k distributions associated with the rewards of playing each of k strategies (slot machine arms). The reward distributions are ini...
NSDI
2010
14 years 11 months ago
2010
Current WiFi Access Points (APs) choose transmission parameters when emitting wireless packets based solely on channel conditions. In this work we explore the benefits of deciding...
ROBOCUP
2001
Springer
15 years 2 months ago
2001
Springer
Team strategy acquisition is one of the most important issues of multiagent systems, especially in an adversary environment. RoboCup has been providing such an environment for AI a...
ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
Markov decision processes are an effective tool in modeling decision-making in uncertain dynamic environments. Since the parameters of these models are typically estimated from da...
ICDCS
1997
IEEE
15 years 2 months ago
1997
IEEE
Load balancing is often used to ensure that nodes in a distributed systems are equally loaded. In this paper, we show that for real-time systems, load balancing is not desirable. ...