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AIIDE
2008
14 years 18 days ago
Agent Learning using Action-Dependent Learning Rates in Computer Role-Playing Games
We introduce the ALeRT (Action-dependent Learning Rates with Trends) algorithm that makes two modifications to the learning rate and one change to the exploration rate of traditio...
Maria Cutumisu, Duane Szafron, Michael H. Bowling,...
ICPW
2007
13 years 11 months ago
Rule responder: RuleML-based agents for distributed collaboration on the pragmatic web
The Rule Responder project (responder.ruleml.org) extends the Semantic Web towards a Pragmatic Web infrastructure for collaborative human-computer networks. These allow semi-autom...
Adrian Paschke, Harold Boley, Alexander Kozlenkov,...
ACSW
2006
13 years 11 months ago
Simulating a computational grid with networked animat agents
Computational grids are now widespread, but their large-scale behaviour is still poorly understood. We report on some calculations of loading, scaling and utilisation behaviours o...
Kenneth A. Hawick, Heath A. James
JODS
2006
206views Data Mining» more  JODS 2006»
13 years 10 months ago
Emergent Semantics in Knowledge Sifter: An Evolutionary Search Agent Based on Semantic Web Services
This paper addresses the various facets of emergent semantics in content retrieval systems such as Knowledge Sifter, an architecture and system based on the use of specialized agen...
Larry Kerschberg, Hanjo Jeong, Wooju Kim
SASO
2008
IEEE
14 years 4 months ago
Autonomic Resource Management through Self-Organising Agent Communities
In this paper, we analyse how autonomic resource management can be achieved within a system that lacks centralized information about current system demand and the state of system ...
Mariusz Jacyno, Seth Bullock, Terry R. Payne, Nick...