Volume 43: Machine Learning for Interactive Systems, 11 July 2015, Lille, France

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

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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 ; PMLR 43:i-vii

Accepted Papers

Imitation Learning Applied to Embodied Conversational Agents

Piot Bilal, Olivier Pietquin, Matthieu Geist ; PMLR 43:1-5

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 ; PMLR 43:6-14

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

Emmanuel Senft, Paul Baxter, Tony Belpaeme ; PMLR 43:15-20

Teaching iCub to recognize objects using deep Convolutional Neural Networks

Giulia Pasquale, Carlo Ciliberto, Francesca Odone, Lorenzo Rosasco, Lorenzo Natale ; PMLR 43:21-25

Latent Goal Analysis for Dimension Reduction in Reinforcement Learning

Matthias Rolf, Minoru Asada ; PMLR 43:26-30

Online Mean Field Approximation for Automated Experimentation

Shaona Ghosh, Adam Prügel-Bennett ; PMLR 43:31-35

Iterative Embedding with Robust Correction using Feedback of Error Observed

Praneeth Vepakomma, Ahmed Elgammal ; PMLR 43:36-40

Coactive Learning for Interactive Machine Translation

Artem Sokolov, Stefan Riezler, Shay B. Cohen ; PMLR 43:41-45

Visualizing User Model in Exploratory Search Tasks

Kalle Ilves, Alan Medlar, Dorota Glowacka ; PMLR 43:46-47

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