@inproceedings{Kormushev2010IROS, author="Kormushev, Petar and Calinon, S. and Caldwell, D. G.", title="Robot Motor Skill Coordination with {EM}-based Reinforcement Learning", booktitle="Proc. {IEEE/RSJ} Intl Conf. on Intelligent Robots and Systems ({IROS})", year="2010", month="October", address="Taipei, Taiwan", pages="3232--3237" } @inproceedings{Kormushev2011IROS, author="Kormushev, Petar and Ugurlu, B. and Calinon, S. and Tsagarakis, N. and Caldwell, D. G.", title="Bipedal Walking Energy Minimization by Reinforcement Learning with Evolving Policy Parameterization", booktitle="Proc. {IEEE/RSJ} Intl Conf. on Intelligent Robots and Systems ({IROS})", year="2011", month="September", address="San Francisco, USA", pages="318--324", url="http://kormushev.com/papers/Kormushev-IROS2011.pdf" } @article{Kormushev2011AR, author="Kormushev, Petar and Calinon, S. and Caldwell, D. G.", title="Imitation Learning of Positional and Force Skills Demonstrated via Kinesthetic Teaching and Haptic Input", journal="Advanced Robotics", publisher="The Robotics Society of Japan", address="Tokyo, Japan", year="2011", volume="25", number="5", pages="581--603" } @article{Kormushev2011CIT, author={Kormushev, Petar and Nomoto, Kohei and Dong, Fangyan and Hirota, Kaoru}, title={Time Hopping Technique for Faster Reinforcement Learning in Simulations}, journal={International Journal of Cybernetics and Information Technologies}, volume={11}, number={3}, pages={42-59}, year={2011} } @inproceedings{Kormushev2010Humanoids, author="Kormushev, Petar and Calinon, S. and Saegusa, R. and Metta, G.", title = "Learning the skill of archery by a humanoid robot {iCub}", booktitle = "Proc. {IEEE} Intl Conf. on Humanoid Robots ({H}umanoids)", month = "December", year = "2010", address = "Nashville, USA", pages="417-423" } @inproceedings{Kormushev2010HumanoidsWS, author="Kormushev, Petar and Calinon, S. and Caldwell, D. G.", title="Approaches for Learning Human-like Motor Skills which Require Variable Stiffness During Execution", booktitle = "{IEEE} Intl Conf. on Humanoid Robots ({H}umanoids), Workshop on Humanoid Robots Learning from Human Interaction", month = "December", year = "2010", address = "Nashville, USA", } @inproceedings{Kormushev2011ICRA, author="Kormushev, Petar and Nenchev, D. N. and Calinon, S. and Caldwell, D. G.", title = "Upper-body Kinesthetic Teaching of a Free-standing Humanoid Robot", booktitle="Proc. {IEEE} Intl Conf. on Robotics and Automation ({ICRA})", year="2011", address = "Shanghai, China", pages="3970--3975" } @inproceedings{Kormushev_SI2010, author="Sato, F. and Nishii, T. and Takahashi, J. and Yoshida, Y. and Mitsuhashi, M. and Kormushev, Petar and Kanamiya, Y.", title = "Whiteboard Cleaning Task Realization with HOAP-2", booktitle="Proc. {SICE System Integration (SI-2010)}", year="2010", address = "Sendai, Japan", pages="426--429" }