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Saturday
, July 11
8:45am PDT
Welcome and Opening Remarks
Rubens
8:55am PDT
Juergen Schmidhuber, PowerPlay: training an increasingly general (reinforcement learning) problem solver by continually searching for the simplest still unsolvable problem
Rubens
9:45am PDT
Imitation Learning Applied to Embodied Conversational Agent, Bilal Piot, Olivier Pietquin and Matthieu Geist
Rubens
10:30am PDT
Efficient Real-Time Pixelwise Object Class Labeling for Safe Human-Robot Collaboration in Industrial Domain, Vivek Sharma, Frank Dittrich, Sule Yildirim-Yayilgan and Luc Van Gool
Rubens
10:45am PDT
Human-Guided Learning of Social Action Selection for Robot-Assisted Therapy, Emmanuel Senft, Paul Baxter and Tony Belpaeme
Rubens
11:00am PDT
Teaching iCub to recognize objects using deep Convolutional Neural Networks, Giulia Pasquale, Carlo Ciliberto, Francesca Odone, Lorenzo Rosasco and Lorenzo Natale
Rubens
11:15am PDT
Ruslan Salakhutdinov, Learning Recurrent Attention Models
Rubens
12:05pm PDT
Discussion session 1
Rubens
2:00pm PDT
Bjorn Schuller, Less Input: Cooperative Learning for Emotionally Intelligent Systems
Rubens
2:50pm PDT
Latent Goal Analysis for Dimension Reduction in Reinforcement Learning, Matthias Rolf and Minoru Asada
Rubens
3:05pm PDT
Online Mean Field Approximation for Automated Experimentation, Shaona Ghosh and Adam Prugel-Bennett
Rubens
3:20pm PDT
Iterative Embedding with Robust Correction using Feedback of Error Observed, Praneeth Vepakomma and Ahmed Elgammal
Rubens
3:35pm PDT
A Coactive Learning Perspective on Interactive Machine Translation, Artem Sokolov, Shay Cohen and Stefan Riezler
Rubens
3:50pm PDT
Visualizing User Model in Exploratory Search Tasks, Kalle Ilves, Alan Medlar and Dorota Glowacka
Rubens
4:30pm PDT
Ashutosh Saxena and Ashesh Jain, RoboBrain Knowledge Engine: Learning from Weak Human Signals
Rubens
5:20pm PDT
Discussion session 2
Rubens
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