Sonia Chernova
Sonia Chernova
Associate Professor, Georgia Institute of Technology
Verifisert e-postadresse på cc.gatech.edu - Startside
Tittel
Sitert av
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År
A survey of robot learning from demonstration
BD Argall, S Chernova, M Veloso, B Browning
Robotics and autonomous systems 57 (5), 469-483, 2009
29912009
Interactive policy learning through confidence-based autonomy
S Chernova, M Veloso
Journal of Artificial Intelligence Research 34, 1-25, 2009
2732009
Robot learning from human teachers
S Chernova, AL Thomaz
Synthesis Lectures on Artificial Intelligence and Machine Learning 8 (3), 1-121, 2014
2162014
An evolutionary approach to gait learning for four-legged robots
S Chernova, M Veloso
2004 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2004
2112004
Confidence-based policy learning from demonstration using gaussian mixture models
S Chernova, M Veloso
Proceedings of the 6th international joint conference on Autonomous agents …, 2007
2082007
AAM derived face representations for robust facial action recognition
S Lucey, I Matthews, C Hu, Z Ambadar, F De la Torre, J Cohn
7th International Conference on Automatic Face and Gesture Recognition …, 2006
1442006
Reinforcement learning from demonstration through shaping
T Brys, A Harutyunyan, HB Suay, S Chernova, ME Taylor, A Nowé
Twenty-fourth international joint conference on artificial intelligence, 2015
1312015
Integrating reinforcement learning with human demonstrations of varying ability
ME Taylor, HB Suay, S Chernova
The 10th International Conference on Autonomous Agents and Multiagent …, 2011
1282011
Effect of human guidance and state space size on interactive reinforcement learning
HB Suay, S Chernova
2011 Ro-Man, 1-6, 2011
1002011
Crowdsourcing human-robot interaction: New methods and system evaluation in a public environment
C Breazeal, N DePalma, J Orkin, S Chernova, M Jung
Journal of Human-Robot Interaction 2 (1), 82-111, 2013
822013
Interactive hierarchical task learning from a single demonstration
A Mohseni-Kabir, C Rich, S Chernova, CL Sidner, D Miller
Proceedings of the Tenth Annual ACM/IEEE International Conference on Human …, 2015
762015
Robot web tools: Efficient messaging for cloud robotics
R Toris, J Kammerl, DV Lu, J Lee, OC Jenkins, S Osentoski, M Wills, ...
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015
682015
The robot management system: A framework for conducting human-robot interaction studies through crowdsourcing
R Toris, D Kent, S Chernova
Journal of Human-Robot Interaction 3 (2), 25-49, 2014
672014
Mobile human-robot teaming with environmental tolerance
MM Loper, NP Koenig, SH Chernova, CV Jones, OC Jenkins
2009 4th ACM/IEEE International Conference on Human-Robot Interaction (HRI …, 2009
622009
Multi-thresholded approach to demonstration selection for interactive robot learning
S Chernova, M Veloso
Proceedings of the 3rd ACM/IEEE international conference on Human robot …, 2008
612008
Crowdsourcing human-robot interaction: Application from virtual to physical worlds
S Chernova, N DePalma, E Morant, C Breazeal
2011 RO-MAN, 21-26, 2011
562011
Learning from demonstration for shaping through inverse reinforcement learning
HB Suay, T Brys, ME Taylor, S Chernova
Proceedings of the 2016 International Conference on Autonomous Agents …, 2016
532016
Towards robust skill generalization: Unifying learning from demonstration and motion planning
M Rana, M Mukadam, SR Ahmadzadeh, S Chernova, B Boots
Intelligent robots and systems, 2018
512018
A practical comparison of three robot learning from demonstration algorithm
HB Suay, R Toris, S Chernova
International Journal of Social Robotics 4 (4), 319-330, 2012
47*2012
Learning equivalent action choices from demonstration
S Chernova, M Veloso
2008 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2008
462008
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Artikler 1–20