Wermter's publications with Knowledge Technology
Publications in 2019
Neural Networks, Volume 113, pages 54--71, doi:10.1016/j.neunet.2019.01.012 - May 2019.

International Conference on Learning Representations - May 2019.

Neurocomputing, pages 8, doi:10.1016/j.neucom.2018.10.086 - Feb 2019.

Neurocomputing, Volume 330, pages 449--464, doi:10.1016/j.neucom.2018.11.048 - Feb 2019.

Deep Intrinsically Motivated Continuous Actor-Critic for Efficient Robotic Visuomotor Skill Learning


Paladyn. Journal of Behavioral Robotics, Volume 10, Number 1, pages 14--29, doi:10.1515/pjbr-2019-0005 - Jan 2019.

IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Number 1, pages 138--150, doi:10.1109/TNNLS.2018.2830119 - Jan 2019.

Publications in 2018
NIPS'18 Workshop on Continual Learning, Montreal, Canada, doi:https://arxiv.org/abs/1811.02113 - Dec 2018.
Neural Computing and Applications, Volume online, pages 16, doi:10.1007/s00521-018-3869-3 - Dec 2018.

Paladyn. Journal of Behavioral Robotics, Volume 9, pages 358-–373 - Nov 2018.
IEEE-RAS International Conference on Humanoid Robots (Humanoids), pages 433--440 - Nov 2018.
Front Neurorobotics, Volume 12, Number 78, doi:10.3389/fnbot.2018.00078 - Nov 2018.

Towards Dialogue-based Navigation with Multivariate Adaptation driven by Intention and Politeness for Social Robots

The 10th International Conference on Social Robotics (ICSR 2018), Volume 11357, pages 230--240 - Nov 2018.
International Conference on Artificial Neural Networks (ICANN), Volume 11140, pages 304--311 - Oct 2018.
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 2330--2335 - Oct 2018.

An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions

IEEE/RSJ International Conference on Intelligent Robots and Systems, pages 1563--1568 - Oct 2018.
IROS 2018 Workshop on Language and Robotics - Oct 2018.
IROS 2018 Workshop on Crossmodal Learning for Intelligent Robotics - Oct 2018.
Proceedings of the International Conference on Artificial Neural Networks (ICANN) - Oct 2018.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2018 - Oct 2018.
Proceedings of the 27th International Conference on Artificial Neural Networks (ICANN 2018), pages 137-146 - Oct 2018.