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JMLR Workshop and Conference Proceedings

Volume 43: Proceedings of The 4th Workshop on Machine Learning for Interactive Systems

Editors: Heriberto Cuayáhuitl, Nina Dethlefs, Lutz Frommberger, Martijn Van Otterlo, Olivier Pietquin

Contents:

Frontmatter

Proceedings of the 4th Workshop on Machine Learning for Interactive Systems (MLIS-2015)

Heriberto Cuayáhuitl, Nina Dethlefs, Lutz Frommberger, Martijn Van Otterlo, Olivier Pietquin

Accepted Papers

Imitation Learning Applied to Embodied Conversational Agents

Piot Bilal, Olivier Pietquin, Matthieu Geist

Efficient Real-Time Pixelwise Object Class Labeling for Safe Human-Robot Collaboration in Industrial Domain

Vivek Sharma, Frank Dittrich, Sule Yildirim-Yayilgan, Luc Van Gool

Human-Guided Learning of Social Action Selection for Robot-Assisted Therapy

Emmanuel Senft, Paul Baxter, Tony Belpaeme

Teaching iCub to recognize objects using deep Convolutional Neural Networks

Giulia Pasquale, Carlo Ciliberto, Francesca Odone, Lorenzo Rosasco, Lorenzo Natale

Latent Goal Analysis for Dimension Reduction in Reinforcement Learning

Matthias Rolf, Minoru Asada

Online Mean Field Approximation for Automated Experimentation

Shaona Ghosh, Adam Prügel-Bennett

Iterative Embedding with Robust Correction using Feedback of Error Observed

Praneeth Vepakomma, Ahmed Elgammal

Coactive Learning for Interactive Machine Translation

Artem Sokolov, Stefan Riezler, Shay B. Cohen

Visualizing User Model in Exploratory Search Tasks

Kalle Ilves, Alan Medlar, Dorota Glowacka