102 citations · 144 across the 9 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.AI2022★ 102 cited
A Review of Safe Reinforcement Learning: Methods, Theory and Applications
Shangding Gu, Long Yang, Yali Du +4
Reinforcement Learning (RL) has achieved tremendous success in many complex decision-making tasks. However, safety concerns are raised during deploying RL in real-world application…
cs.RO2022
A Circle Grid-based Approach for Obstacle Avoidance Motion Planning of Unmanned Surface Vehicles
Man Zhu, Changshi Xiao, Shangding Gu +2
Aiming at an obstacle avoidance problem with dynamic constraints for Unmanned Surface Vehicle (USV), a method based on Circle Grid Trajectory Cell (CGTC) is proposed. Firstly, the…