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NIPS
2008
15 years 2 months ago
Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms
Policy gradient (PG) reinforcement learning algorithms have strong (local) convergence guarantees, but their learning performance is typically limited by a large variance in the e...
John W. Roberts, Russ Tedrake
114
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NLUCS
2008
15 years 2 months ago
Ontology-driven Vaccination Information Extraction
Increasingly, medical institutions have access to clinical information through computers. The need to process and manage the large amount of data is motivating the recent interest ...
Liliana Ferreira, António Teixeira, Jo&atil...
OWLED
2007
15 years 2 months ago
Lege Feliciter: Using Structured English to represent a Topographic Hydrology Ontology
: The mathematical nature of description logics has meant that domain experts find it hard to understand. This forms a significant impediment to the creation and adoption of ontolo...
Glen Hart, Catherine Dolbear, John Goodwin
ACL
2006
15 years 2 months ago
Using Machine Learning to Explore Human Multimodal Clarification Strategies
We investigate the use of machine learning in combination with feature engineering techniques to explore human multimodal clarification strategies and the use of those strategies ...
Verena Rieser, Oliver Lemon
APVIS
2004
15 years 2 months ago
Graph Interaction through Force-Based Skeletal Animation
Skeletal animation is a concept that has been used in the areas of motion pictures and computer games to create realistic motion for the animation of articulated characters. Recen...
Colin Murray, Damian Merrick, Masahiro Takatsuka