Multi-objective synchronization control for dual-robot interactive cooperation using nonlinear model predictive policy

Y Zhang, X Zhao, B Tao, H Ding - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Humans can simultaneously exert force and maintain motion states on both arms with
synchronous attributes to accomplish interactive cooperation tasks. To endow dual robots …

Reinforcement Learning-Based Trajectory Control for Mecanum Robot with Mass Eccentricity Considerations

MD Nguyen, MT Ngo, H Do Quang… - Journal of Robotics and …, 2024 - journal.umy.ac.id
This article presents a robust optimal tracking control approach for a Four Mecanum
Wheeled Robot (FMWR) using an online actor-critic reinforcement learning (RL) algorithm to …