2 papers have been accepted for ICRA2021!
1st one is about synergy-redundancy coupling, and its usage for quantification of redundancy considering given task and dynamic feasibility through deep learning.
2nd one is about softrobotics swim simulation and its deep learning framework.
- Quantification of Joint Redundancy considering Dynamic Feasibility using Deep Reinforcement Learning, IEEE Int. Conf. on Robotics and Automation, June 2021, J. Chai, M. Hayashibe (ICRA2021)
- Deep Reinforcement Learning Framework for Underwater Locomotion of Soft Robot, IEEE Int. Conf. on Robotics and Automation, June 2021, L. Guanda, J. Shintake, M. Hayashibe (ICRA2021)