论文

优化类方法

使用优化类方法做full-state trajectory planning的SOTA:

GCOPTER/Thesis - ZhepeiWang - Chinese - A Geometrical Approach to Multicopter Motion Planning.pdf at main · ZJU-FAST-Lab/GCOPTER (github.com)

学习类方法

有一章IV. LEARNING-BASED APPROACHES讨论了learning-based approaches如何在自主无人机感知-规划-控制系统中发挥作用:

Autonomous Drone Racing: A Survey

讨论了学习类方法如何在决策与规划中发挥作用:

Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning

学者/实验室

  1. Robotics and Perception Group (uzh.ch)
  2. Learning Systems and Robotics Lab
  3. HKUST Aerial Robotics Group
  4. FAST Lab | 无人系统与自主计算实验室 (zju-fast.com)
  5. HKU MaRS Lab