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» Autonomous Agent for Multi-objective Optimization
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ICAC
2009
IEEE
13 years 5 months ago
Using distributed w-learning for multi-policy optimization in decentralized autonomic systems
Distributed W-Learning (DWL) is a reinforcement learningbased algorithm for multi-policy optimization in agent-based systems. In this poster we propose the use of DWL for decentra...
Ivana Dusparic, Vinny Cahill
MAGS
2010
106views more  MAGS 2010»
13 years 2 months ago
On the convergence of autonomous agent communities
Community is a common phenomenon in natural ecosystems, human societies as well as artificial multi-agent systems such as those in web and Internet based applications. In many sel...
Hong Zhu, Fang Wang, Shufeng Wang
ACMICEC
2005
ACM
160views ECommerce» more  ACMICEC 2005»
14 years 1 months ago
Autonomous trading agent design in the presence of tradeoffs
In previous work we have introduced a principled methodology for systematically exploring the space of bidding strategies when agents participate in a significant number of simul...
Ioannis A. Vetsikas, Bart Selman
ATAL
2008
Springer
13 years 9 months ago
Autonomic machine control: a case study
This paper describes an autonomic machine control system applied to the adaptive control of a modular soldering machine. The particular case concerns the creation of a novel modul...
Christian Dannegger, Dominic A. P. Greenwood
AAAI
2007
13 years 10 months ago
Acquiring Visibly Intelligent Behavior with Example-Guided Neuroevolution
Much of artificial intelligence research is focused on devising optimal solutions for challenging and well-defined but highly constrained problems. However, as we begin creating...
Bobby D. Bryant, Risto Miikkulainen