Playlist: 22 videos

Interactive Learning

Interactive learning is a modern machine learning paradigm of significant practical and theoretical interest, where the algorithm and the domain expert engage in a two-way dialog to facilitate more accurate learning from less data compared to the...

0:55:29

Robot Learning from Motor-Impaired Teachers and Task Partners

Brenna Argall, Northwestern University
https://simons.berkeley.edu/talks/brenna-argall-02-15-2017
Interactive Learning
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0:58:48

Sample-Efficient Reinforcement Learning with Rich Observations

Alekh Agarwal, Microsoft Research New York
https://simons.berkeley.edu/talks/alekh-agarwal-02-15-2017
Interactive Learning
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0:45:0

Robots Learning from Human Interactions

Andrea Thomaz, University of Texas at Austin
https://simons.berkeley.edu/talks/andrea-thomaz-02-15-2017
Interactive Learning
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0:52:59

Robot Learning, Interaction and Reliable Autonomy

Sonia Chernova, Georgia Institute of Technology
https://simons.berkeley.edu/talks/sonia-chernova-02-15-2017
Interactive Learning
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1:11:57

Interactive Learning of Parsers from Weak Supervision

Luke Zettlemoyer, University of Washington
https://simons.berkeley.edu/talks/luke-zettlemoyer-02-15-2017
Interactive Learning
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0:51:35

Power of Active Sampling for Unsupervised Learning

Aarti Singh, Carnegie Mellon University
https://simons.berkeley.edu/talks/aarti-singh-02-16-2017
Interactive Learning
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1:0:43

Leveraging Union of Subspace Structure to Improve Constrained Clustering

Laura Balzano, University of Michigan
https://simons.berkeley.edu/talks/laura-balzano-02-16-2017
Interactive Learning
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0:43:39

Hierarchical Learning for Human-Robot Collaboration

Brian Scassellati, Yale University
https://simons.berkeley.edu/talks/brian-scassellati-02-17-2017
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0:49:37

Active Nearest-Neighbor Learning in Metric Spaces

Sivan Sabato, Ben Gurion University
https://simons.berkeley.edu/talks/sivan-sabato-02-17-2017
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0:58:44

Systems Presentation

Alekh Agarwal, Microsoft Research New York and Lalit Jain, University of Michigan
https://simons.berkeley.edu/talks/agarwal-jain-02-17-2017
Interactive Learning
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