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184
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PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
15 years 2 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
DMIN
2009
142views Data Mining» more  DMIN 2009»
15 years 2 months ago
Action Selection in Customer Value Optimization: An Approach Based on Covariate-Dependent Markov Decision Processes
Typical methods in CRM marketing include action selection on the basis of Markov Decision Processes with fixed transition probabilities on the one hand, and scoring customers separ...
Angi Roesch, Harald Schmidbauer
124
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ICSE
2009
IEEE-ACM
15 years 11 months ago
QMetric - a metric tool suite for the evaluation of software process data
Configuration and change request management systems offer valuable information for the assessment of process quality characteristics. The definition of appropriate metrics that ad...
Holger Schackmann, Martin Jansen, Christoph Lischk...
DATE
2009
IEEE
129views Hardware» more  DATE 2009»
15 years 11 months ago
An automated flow for integrating hardware IP into the automotive systems engineering process
This contribution shows and discusses the requirements and constraints that an industrial engineering process defines for the integration of hardware IP into the system developmen...
Jan-Hendrik Oetjens, Ralph Görgen, Joachim Ge...
ICALT
2008
IEEE
15 years 11 months ago
Learning Technology Standards Adoption How to Improve Process and Product Legitimacy
Standardisation of learning technologies as a coordinated design activity needs legitimacy to attract the necessary support from its stakeholders. This paper identifies the need f...
Tore Hoel, Paul A. Hollins