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» Learning Video Processing by Example
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ICANN
2010
Springer
13 years 11 months ago
Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
Abstract. In this paper we present a Reinforcement Learning (RL) approach with the capability to train neural adaptive controllers for complex control problems without expensive on...
Frank-Florian Steege, André Hartmann, Erik ...
ESWS
2010
Springer
13 years 10 months ago
Efficient Semantic Event Processing: Lessons Learned in User Interface Integration
Abstract. Most approaches to application integration require an unambiguous exchange of events. Ontologies can be used to annotate the events exchanged and thus ensure a common und...
Heiko Paulheim
ECAI
2008
Springer
13 years 11 months ago
A Simulation-based Approach for Solving Generalized Semi-Markov Decision Processes
Time is a crucial variable in planning and often requires special attention since it introduces a specific structure along with additional complexity, especially in the case of dec...
Emmanuel Rachelson, Gauthier Quesnel, Fréd&...
ISPW
2006
IEEE
14 years 4 months ago
Ubiquitous Process Engineering: Applying Software Process Technology to Other Domains
Software engineering has learned a great deal about how to create clear and precise process definitions, and how to use them to improve final software products. This paper suggest...
Leon J. Osterweil
CVPR
2011
IEEE
13 years 7 months ago
Fast Unsupervised Ego-Action Learning for First-person Sports Videos
Portable high-quality sports cameras (e.g. head or helmet mounted) built for recording dynamic first-person video footage are becoming a common item among many sports enthusiasts...
Kris Kitani, Yoichi Sato, Takahiro Okabe, Akihiro ...