Human-robot teaming: grand challenges

M Natarajan, E Seraj, B Altundas, R Paleja, S Ye… - Current Robotics …, 2023 - Springer
Abstract Purpose of Review Current real-world interaction between humans and robots is
extremely limited. We present challenges that, if addressed, will enable humans and robots …

Lane change strategies for autonomous vehicles: A deep reinforcement learning approach based on transformer

G Li, Y Qiu, Y Yang, Z Li, S Li, W Chu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
End-to-end approaches are one of the most promising solutions for autonomous vehicles
(AVs) decision-making. However, the deployment of these technologies is usually …

Optimization-based trajectory planning for autonomous parking with irregularly placed obstacles: A lightweight iterative framework

B Li, T Acarman, Y Zhang, Y Ouyang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
This paper is focused on planning fast, accurate, and optimal trajectories for autonomous
parking. Nominally, this task should be described as an optimal control problem (OCP) …

Proximal policy optimization with reciprocal velocity obstacle based collision avoidance path planning for multi-unmanned surface vehicles

D Xue, D Wu, AS Yamashita, Z Li - Ocean Engineering, 2023 - Elsevier
The challenge of solving the collision avoidance path planning problem lies in adaptively
selecting the optimal agent velocity in complex scenarios full of reciprocal obstacles. To …

Autonomous dispatch trajectory planning on flight deck: A search-resampling-optimization framework

X Wang, B Li, X Su, H Peng, L Wang, C Lu… - … Applications of Artificial …, 2023 - Elsevier
There is a growing expectation to realize the autonomous dispatch on flight deck, where
dispatch trajectory planning is seen as the key technique. Optimal-control based method has …

Online trajectory replanning for sudden environmental changes during automated parking: A parallel stitching method

B Li, Z Yin, Y Ouyang, Y Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Trajectory planning for automated parking has been widely known as more challenging than
that for on-road driving due to the nonconvex kinematics, high-dimensional collision …

Decoupled real-time trajectory planning for multiple autonomous mining trucks in unloading areas

Q Yang, Y Ai, S Teng, Y Gao, C Cui… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Cooperative trajectory planning for autonomous vehicles has garnered significant attention
in structured environments, but corresponding methodologies for unstructured environments …

Trajectory planning for an autonomous vehicle in spatially constrained environments

Y Guo, D Yao, B Li, Z He, H Gao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Road shoulders and slopes often appear in unstructured environments. They make 2.5 D
vehicle trajectory planning commonly seen in our daily life, which lies on a 2D manifold …

Robo-Centric ESDF: A fast and accurate whole-body collision evaluation tool for any-shape robotic planning

S Geng, Q Wang, L Xie, C Xu, Y Cao… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
For letting mobile robots travel flexibly through complicated environments, increasing
attention has been paid to the whole-body collision evaluation. Most existing works either …

From formula one to autonomous one: History, achievements, and future perspectives

B Li, T Gao, S Ma, Y Zhang, T Acarman… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This letter is the first report from a series of IEEE TIV's Decentralized and Hybrid Workshops
(DHWs) on Intelligent Vehicles for Education (IV4E). The role of intelligent vehicles in …