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ICAC
2006
IEEE
13 years 11 months ago
Collaborative Self-Organization by Devices Providing Document Services - A Multi-Agent Perspective
— In a service oriented environment such as the realm of document services, the conventional notion is that of a multi-function device interacting individually with customer appl...
Nathan Gnanasambandam, Naveen Sharma, Soundar R. T...
ATAL
2010
Springer
13 years 6 months 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
SASO
2009
IEEE
14 years 3 days ago
Distributed W-Learning: Multi-Policy Optimization in Self-Organizing Systems
—Large-scale agent-based systems are required to self-optimize towards multiple, potentially conflicting, policies of varying spatial and temporal scope. As a result, not all ag...
Ivana Dusparic, Vinny Cahill
SASO
2008
IEEE
13 years 11 months ago
Bottom-Up Self-Organization of Unpredictable Demand and Supply under Decentralized Power Management
In the DEZENT1 project we had established a distributed base model for negotiating electric power from widely distributed (renewable) power sources on multiple levels in successio...
Horst F. Wedde, Sebastian Lehnhoff, Christian Reht...
SASO
2008
IEEE
13 years 11 months ago
Self-Adaptive Dissemination of Data in Dynamic Sensor Networks
The distribution of data in large dynamic wireless sensor networks presents a difficult problem due to node mobility, link failures, and traffic congestion. In this paper, we pr...
David Dorsey, Bjorn Jay Carandang, Moshe Kam, Chri...