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» Autonomous Computing Systems: A Proof-of-Concept
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CNSR
2005
IEEE
210views Communications» more  CNSR 2005»
15 years 3 months ago
A Framework for Self-Management of Hybrid Wireless Networks Using Autonomic Computing Principles
The dramatic increase in the number of mobile subscribers has put a significant resource and service provisioning strain on current cellular networks in particular in terms of mu...
Chong Shen, Dirk Pesch, James Irvine
110
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ICSE
2005
IEEE-ACM
16 years 1 months ago
Research challenges of autonomic computing
Autonomic computing is a grand-challenge vision of the future in which computing systems will manage themselves in accordance with high-level objectives specified by humans. The I...
Jeffrey O. Kephart
BIOSYSTEMS
2008
85views more  BIOSYSTEMS 2008»
15 years 2 months ago
From a homeostatic to a homeodynamic self
Life as an autonomous homeostatic system is discussed. A mechanism that drives a homeostatic state to an autonomous selfmoving state is examined with two computational cell models...
Takashi Ikegami, Keisuke Suzuki
NPL
2007
109views more  NPL 2007»
15 years 1 months ago
Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing
Autonomous mobile robots form an important research topic in the field of robotics due to their near-term applicability in the real world as domestic service robots. These robots ...
Eric A. Antonelo, Benjamin Schrauwen, Jan M. Van C...
ICAC
2009
IEEE
14 years 11 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