|Prof. Andre Rosendo / Andre Rosendo 助理教授、研究员|
Machine learning applied to Robotics
Bayesian Learning / Reinforcement Learning / Deep Bayesian Learning / Neural Networks
Legged locomotion / Wheeled locomotion / Manipulation / Soft Robotics
Andre Rosendo received his B.Eng in Mechanical Engineering at UFBA, Brazil, and his M.Sc. and Ph.D. in Information Science at Hokkaido University (2011) and Osaka University (2014) under the fully funded MEXT scholarship. He was a postdoctoral researcher at the University of Cambridge from 2015 until 2017, and is currently an Assistant Professor and Director of the Living Machines Laboratory and receiver of the National Natural Sciences Foundation of China 2019 Grant.
His research interests are related to evolutionary robotics, soft manipulation and robotic locomotion. Robots are increasingly present in our lives, and they must be safe to interact with humans while also being capable of adapting to our world. Andre's research combines walking robots capable of intelligently creating themselves, with safe humans/environment interactions through soft materials. His research output was recognized by one special with Discovery Channel, two IEEE Spectrum articles (here and here), and online articles (ENG, FRA, ITA, GER, CHI, POR, RUS, etc.). He has published more than 30 scientific papers in more than 10 IEEE conferences, was a program committee for MOD 2017, a keynote speaker for ICINCO 2017, and currently holds an Erdos number of 5. He was a Guest Editor for the IEEE Robotics and Automation Magazine and a referee for Science Robotics, IEEE Transactions on Robotics, IEEE Trans. on Mechatronics, IEEE Intl. Conf. on Intelligent Robots and Systems, and IEEE Intl. Conf. on Automation and Robotics.
1.Liu, Xiangxiao,Rosendo,andre,Ikemoto, Shuhei,Shimizu, Masahiro,and Hosoda, Koh.(2018).Robotic investigation on effect of stretch reflexand crossed inhibitory response on bipedal hopping.JOURNAL OF THE ROYAL SOCIETY INTERFACE,15(140).
2.K. A. Saar, A. Rosendoand F. Llda, Bayesian optimization of gaits on a bipedal SLIP model, 2017 IEEE International Conference on Roboticsand Biomimetics (ROBIO), Macau, 2017, pp. 1812-1817.
3.Rosendo, A., Houseago, C., and Iida, F. (2018). Lessons on the Reality-Gap: Iterations between Virtualand Real Robots. In ICAROB 2018: PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFEand ROBOTICS (pp. 153-156).
4.1. Liu, X.; ROSENDO, A.; Ikemoto, S.; Shimizu, M.; Hosoda, K.. Robotic investigation on effect of stretch reflex and crossed inhibitory response on bipedal hopping, J. Royal Society Interface, Vol. 15, March, 2018.
5.ROSENDO, A. ; von Atzigen, M. ; Iida, F.. The trade-off between morphology and control in the co-optimized design of robots, PLoS ONE, vol. 12, no 10, e0186107, 2017.
6.Vujovic, V. ; ROSENDO, A. ; Brodbeck, L. ; Iida, F.. Evolutionary developmental robotics: Improving locomotion of physical robots. Artificial Life (IF= 1.96), v23, no 2, 2017.
7.Jones, G. ; ROSENDO, A.; Stopforth, R.. Prosthetic design directives: Low-cost hands within reach. IEEE Intl. Conf. on Rehabilitation Robotics, IEEE ICORR 2017, London.
8.Culha, U. ; Hughes, J. ; ROSENDO, A. ; Giardina, F. ; Iida, F.. Design Principles for Soft-Rigid Hybrid Manipulators. In Soft Robotics: Trends, Applications and Challenges, (pp.87-94), Springer International Publisher. (ISBN: 978-3-319-46459-6), 2017.
9.Hughes, J. ; Culha, U. ; Giardina, F. ; Guenther, F. ; ROSENDO, A. ; Iida, F.. Soft manipulators and grippers: A review. Frontiers of Robotics and AI, v. 3, p. 1-12, 2016.
10.ROSENDO, A. ; Giardina, F. ; Hughes, J. ; Iida, F.. Soft solutions for hard problems. IEEE Robotics and Automation Magazine (IF = 1.82), v. 23, p. 125-127, 2016.