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MICAI
2009
Springer
16 years 1 months ago
A Two-Stage Relational Reinforcement Learning with Continuous Actions for Real Service Robots
Reinforcement Learning is a commonly used technique in robotics, however, traditional algorithms are unable to handle large amounts of data coming from the robot’s sensors, requi...
Julio H. Zaragoza, Eduardo F. Morales
MLDM
2009
Springer
16 years 1 months ago
Drift-Aware Ensemble Regression
Abstract. Regression models are often required for controlling production processes by predicting parameter values. However, the implicit assumption of standard regression techniqu...
Frank Rosenthal, Peter Benjamin Volk, Martin Hahma...
MODELS
2009
Springer
16 years 1 months ago
Catch Me If You Can - Debugging Support for Model Transformations
Abstract. Model-Driven Engineering places models as first-class artifacts throughout the software lifecycle requiring the availability of proper transformation languages. Although...
Johannes Schönböck, Gerti Kappel, Angeli...
NETCOOP
2009
Springer
16 years 1 months ago
User Association to Optimize Flow Level Performance in Wireless Systems with Dynamic Interference
We study the impact of user association policies on flow-level performance in interference limited wireless networks. Most research in this area has used static interference model...
Balaji Rengarajan, Gustavo de Veciana
NETCOOP
2009
Springer
16 years 1 months ago
Control of Multipath TCP and Optimization of Multipath Routing in the Internet
There are moves in the Internet architecture community to add multipath capabilities to TCP, so that end-systems will be able to shift their traffic away from congested parts of th...
Damon Wischik, Mark Handley, Costin Raiciu