Jiuming Guo

Progressive extension of reinforcement learning action dimension for asymmetric assembly tasks

2021 · arXiv (Cornell University)

Reinforcement learning (RL) is always the preferred embodiment to construct the control strategy of complex tasks, like asymmetric assembly tasks. However, the convergence speed of reinforcement learning severely restricts its practical application. In this paper, …