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ATAL
2003
Springer
13 years 9 months ago
Self-Organization in Multi Agent Systems: A Middleware Approach
Self-organization is built upon two main building blocks: adaptive and uncoupled interaction mechanisms and context-awareness. Here we show how the middleware TOTA (Tuples On The ...
Marco Mamei, Franco Zambonelli
IAT
2005
IEEE
13 years 10 months ago
Self-Organizing Cognitive Agents and Reinforcement Learning in Multi-Agent Environment
This paper presents a self-organizing cognitive architecture, known as TD-FALCON, that learns to function through its interaction with the environment. TD-FALCON learns the value ...
Ah-Hwee Tan, Dan Xiao
SASO
2009
IEEE
13 years 11 months 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
ICAC
2006
IEEE
13 years 10 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...
GRID
2004
Springer
13 years 10 months ago
Self-Organizing Agents for Grid Load Balancing
A computational grid is a wide-area computing environment for cross-domain resource sharing and service integration. Resource management and load balancing are key concerns when i...
Junwei Cao