“Autonomous Robotic Valve Turning: A Hierarchical Learning Approach”
Seyed Reza Ahmadzadeh, Petar Kormushev and Darwin G. Caldwell
IEEE Intl. Conf. on Robotics and Automation (ICRA 2013), Karlsruhe, Germany, 2013
“Towards Autonomous Robotic Valve Turning”
A. Carrera, S. R. Ahmadzadeh, A. Ajoudani, P. Kormushev, M. Carreras and D. G. Caldwell
Cybernetics and Information Technologies, Volume 12, Issue 3, pages 17–26, 2012
“Combining Local and Global Direct Derivative-free Optimization for Reinforcement Learning”
Matteo Leonetti, Petar Kormushev, Simone Sagratella
Cybernetics and Information Technologies, Volume 12, Issue 3, pages 53–65 2012
“Plan-based Policy Learning for Autonomous Feature Tracking”
M Fox, D Long and D Magazzeni.
ICAPS 2012, International Conference on Automated Planning and Scheduling, Sao Paulo – Brasil, June 25-29, 2012
“Fourier-Based Registrations for Two-Dimensional Forward-Looking Sonar Image Mosaicing”
Natalia Hurtos, Xavier Cufi, Yvan R. Petillot and Joaquim Salvi
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems
“SLAM with Single Cluster PHD Filters”
C S Lee, D E. Clark and J Salvi
ICRA 2012, IEEE International Conference on Robotics and Automation, St. Paul – Minnesota (USA), May 14-18, 2012
“Control of an Underactuated Underwater Vehicle in 3D Space under Field-of-View Constraints”
Dimitra Panagou, Spyros Maniatopoulos, and Kostas J. Kyriakopoulos
IFAC Workshop on Navigation, Guidance and Control of Underwater Vehicles (NGCUV), Porto, Portugal, April 2012.
“Simultaneous Discovery of Multiple Alternative Optimal Policies by Reinforcement Learning”
Petar Kormushev and Darwin G. Caldwell
Proc. of the IEEE Intelligent Systems Conference (IS 2012), Sofia, Bulgaria, 2012.
“Challenges for the Policy Representation when Applying Reinforcement Learning in Robotics”
Petar Kormushev, Sylvain Calinon, Barkan Ugurlu, Darwing G. Caldwell
Intl Joint Conf. on Neural Networks (IJCNN), pages 2819–2826, 2012.
“Compliant skills acquisition and multi-optima policy search with EM-based reinforcement learning”
Sylvain Calinon, Petar Kormushev, Darwing G. Caldwell
Robotics and Autonomous Systems, 2012, to appear.