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ICRA
2009
IEEE
227views Robotics» more  ICRA 2009»
14 years 2 months ago
Adaptive autonomous control using online value iteration with gaussian processes
— In this paper, we present a novel approach to controlling a robotic system online from scratch based on the reinforcement learning principle. In contrast to other approaches, o...
Axel Rottmann, Wolfram Burgard
CCGRID
2008
IEEE
14 years 2 months ago
Grid Differentiated Services: A Reinforcement Learning Approach
—Large scale production grids are a major case for autonomic computing. Following the classical definition of Kephart, an autonomic computing system should optimize its own beha...
Julien Perez, Cécile Germain-Renaud, Bal&aa...
APNOMS
2009
Springer
14 years 2 months ago
The Design of an Autonomic Communication Element to Manage Future Internet Services
Future Internet services will have vastly different requirements than the current Internet. Manageability, which has been largely ignored, will have the dual role of controlling ca...
John Strassner, Sung-Su Kim, James Won-Ki Hong
EUSAI
2007
Springer
14 years 2 months ago
Distributed AI for Ambient Intelligence: Issues and Approaches
Abstract. Research in many fields of AI, such as distributed planning and reasoning, agent teamwork and coalition formation, cooperative problem solving and action theory has adva...
Theodore Patkos, Antonis Bikakis, Grigoris Antonio...
RSP
2006
IEEE
14 years 1 months ago
Wcomp: a Multi-Design Approach for Prototyping Applications using Heterogeneous Resources
This paper presents Wcomp which is a framework for rapid application prototyping. This framework has been developed for targeting wearable computing applications but can also be u...
Daniel Cheung-Foo-Wo, Jean-Yves Tigli, Stephane La...