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DSOM
2006
Springer
15 years 8 months ago
Uncertainty in Global Application Services with Load Sharing Policy
Abstract. With many organizations now employing multiple data centres around the world to share global traffic load, it is important to understand the effects of geographical distr...
Mark Burgess, Sven Ingebrigt Ulland
AAAI
2008
15 years 6 months ago
Coordination and Multi-Tasking Using EMT
We introduce a multi-model variant of the EMT-based control algorithm. The new algorithm, MM-EMT, is capable of balancing several control tasks expressed using separate dynamic mo...
Zinovi Rabinovich, Nir Pochter, Jeffrey S. Rosensc...
ICMLA
2004
15 years 5 months ago
Satisficing Q-learning: efficient learning in problems with dichotomous attributes
In some environments, a learning agent must learn to balance competing objectives. For example, a Q-learner agent may need to learn which choices expose the agent to risk and whic...
Michael A. Goodrich, Morgan Quigley
AHSWN
2010
103views more  AHSWN 2010»
15 years 4 months ago
Efficient Data Retrieving in Distributed Data-streaming Environments
In a potential distributed application, Automobile Tracking System (ATS), automobile location data is continuously generated, kept in a distributed manner. As large amount of traff...
Jinsong Han, Jun Miao, Jizhong Zhao, Jinpeng Huai,...
GECCO
2004
Springer
100views Optimization» more  GECCO 2004»
15 years 10 months ago
Transfer of Neuroevolved Controllers in Unstable Domains
In recent years, the evolution of artificial neural networks or neuroevolution has brought promising results in solving difficult reinforcement learning problems. But, like standa...
Faustino J. Gomez, Risto Miikkulainen