Interests
Current Projects
Publications
2018
An Ensemble Inverse Optimal Control Approach for Robotic Task Learning and Adaptation
Hang Yin and Francisco S. Melo and Ana Paiva and Aude Billard, Autonomous Robots, Springer, 2018
Boosting Robot Learning and Control with Domain Constraints


Hang Yin and Francisco S. Melo and Aude Billard and Ana Paiva, In Proceedings of Robotics: Science and Systems (RSS), RSS Pioneer Workshop, Pittsburgh, USA, June, 2018
Do Children Perceive Whether a Robotic Peer is Learning or Not?

Shruti Chandra and Raul Benites Paradeda and Hang Yin and Pierre Dillenbourg and Rui Prada and Ana Paiva, International Conference on Human-Robot Interaction HRI'2018, ACM Press, September, 2018
Learning Variational Latent Dynamics: Towards Model-based Imitation and Control


Hang Yin and Francisco S. Melo and Aude Billard and Ana Paiva
2017
Affect of Robot’s Competencies on Children’s Perception

Shruti Chandra and Raul Benites Paradeda and Hang Yin and Pierre Dillenbourg and Rui Prada and Ana Paiva, Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, pg. 1490–1492, International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, May, 2017
Associate Latent Encodings in Learning from Demonstrations


Hang Yin and Francisco S. Melo and Aude Billard and Ana Paiva, Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI). San Francisco, California, USA., 2017
2016
Synthesizing Robotic Handwriting Motion by Learning from Human Demonstrations

Hang Yin and Patrícia Alves-Oliveira and Francisco S. Melo and Aude Billard and Ana Paiva, Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), July 09-15, 2016
2015
Bidirectional Learning of Handwriting Skill in Human-Robot Interaction

Hang Yin and Aude Billard and Ana Paiva, Proceedings of ACM/IEEE International Conference on Human-Robot Interaction (HRI). HRI Pioneer Workshop., Mar 2-5, 2015
2014
Learning Cost Function and Trajectory for Robotic Writing Motion
Hang Yin and Ana Paiva and Aude Billard, Proceedings of the IEEE-RAS International Conference on Humanoid Robots (Humanoids), Spain, November 18-20, 2014
Learning Object-level Impedance Control for Robust Grasping and Dexterous Manipulation

Miao Li and Hang Yin and Kenji Tahara and Aude Billard, Proceedings of IEEE International Conference on Robotics and Automation (ICRA), May 31 - June 7, 2014