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» Optimal Planning with ACO
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AAAI
2010
13 years 10 months ago
Integrating Sample-Based Planning and Model-Based Reinforcement Learning
Recent advancements in model-based reinforcement learning have shown that the dynamics of many structured domains (e.g. DBNs) can be learned with tractable sample complexity, desp...
Thomas J. Walsh, Sergiu Goschin, Michael L. Littma...
DAIS
2003
13 years 10 months ago
Planning for Network-Aware Paths
Communication in distributed applications across a wide area network needs to cope with heterogenous and constantly changing network conditions. A promising approach to address thi...
Xiaodong Fu, Vijay Karamcheti
TCGOV
2005
Springer
14 years 2 months ago
UNICAP: Efficient Decision Support for Academic Resource and Capacity Management
Growing complexity of the data and processes to be managed, as well as the transition from strict governmental regulation towards autonomy make academic institutions a significant ...
Svetlana Vinnik, Marc H. Scholl
GCC
2006
Springer
14 years 26 days ago
Amadeus: A Holistic Service-oriented Environment for Grid Workflows
In this paper we present Amadeus, which is a holistic service-oriented environment for QoS-aware Grid workflows. Amadeus considers user's requirements, in terms of QoS constr...
Ivona Brandic, Sabri Pllana, Siegfried Benkner
WSC
2008
13 years 11 months ago
Knowledge-based event control for flow-shops using simulation and rules
The requirements on production systems and their planning and control systems are constantly growing. Systems have to be flexible and provide viable solutions at the same time. Di...
Mark Aufenanger, Wilhelm Dangelmaier, Christoph La...