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ATAL
2010
Springer
15 years 26 days ago
Self-organization for coordinating decentralized reinforcement learning
Decentralized reinforcement learning (DRL) has been applied to a number of distributed applications. However, one of the main challenges faced by DRL is its convergence. Previous ...
Chongjie Zhang, Victor R. Lesser, Sherief Abdallah
ATAL
2005
Springer
15 years 5 months ago
Coordinating multiple rovers with interdependent science objectives
This paper describes an integrated system for coordinating multiple rover behavior with the overall goal of collecting planetary surface data. The MISUS system combines techniques...
Tara A. Estlin, Daniel M. Gaines, Forest Fisher, R...
JNCA
2011
126views more  JNCA 2011»
14 years 6 months ago
Coordinated session-based admission control with statistical learning for multi-tier internet applications
Popular Internet applications deploy a multi-tier architecture, with each tier provisioning a certain functionality to its preceding tier. In this paper, we address the challengin...
Sireesha Muppala, Xiaobo Zhou
ATAL
2008
Springer
15 years 1 months ago
A few good agents: multi-agent social learning
In this paper, we investigate multi-agent learning (MAL) in a multi-agent resource selection problem (MARS) in which a large group of agents are competing for common resources. Si...
Jean Oh, Stephen F. Smith
ICC
2000
IEEE
129views Communications» more  ICC 2000»
15 years 4 months ago
Control and Coordination of Interactive Videoconferencing over Hybrid Networks
−−−−This paper describes the field trial experience on the control and coordination of an interactive videoconferencing system. The system employs ATM and Internet networks...
Ting-Chao Hou, Chorng-Horng Yang, Yuan-Sun Chu, Ki...