Improving performance of robots using human-inspired approaches: a survey

H Qiao, S Zhong, Z Chen, H Wang - Science China Information Sciences, 2022 - Springer
Realizing high performance of ordinary robots is one of the core problems in robotic
research. Improving the performance of ordinary robots usually relies on the collaborative …

A review of robotic assembly strategies for the full operation procedure: planning, execution and evaluation

Y Jiang, Z Huang, B Yang, W Yang - Robotics and Computer-Integrated …, 2022 - Elsevier
The application of robots in mechanical assembly increases the efficiency of industrial
production. With the requirements of flexible manufacturing, it has become a research …

Compare contact model-based control and contact model-free learning: A survey of robotic peg-in-hole assembly strategies

J Xu, Z Hou, Z Liu, H Qiao - arxiv preprint arxiv:1904.05240, 2019 - arxiv.org
In this paper, we present an overview of robotic peg-in-hole assembly and analyze two main
strategies: contact model-based and contact model-free strategies. More specifically, we first …

Force/torque sensorless compliant control strategy for assembly tasks using a 6-DOF collaborative robot

F Zeng, J **ao, H Liu - Ieee Access, 2019 - ieeexplore.ieee.org
The flexibility of the robot assembly process is critical, and a robot assembly system that is
not flexible may damage the workpieces. Most researchers make the assembly process …

Robotic peg-in-hole assembly based on reversible dynamic movement primitives and trajectory optimization

H Zhao, Y Chen, X Li, H Ding - Mechatronics, 2023 - Elsevier
Because of the complexity of interaction between the robot and the environment, robotic peg-
in-hole assembly has always been a hot research topic in the fields of robotics and …

Multiple peg-in-hole compliant assembly based on a learning-accelerated deep deterministic policy gradient strategy

X Li, J **ao, W Zhao, H Liu, G Wang - Industrial Robot: the …, 2022 - emerald.com
Purpose As complex analysis of contact models is required in the traditional assembly
strategy, it is still a challenge for a robot to complete the multiple peg-in-hole assembly tasks …

Hierarchical policy learning with demonstration learning for robotic multiple peg-in-hole assembly tasks

S Yan, D Xu, X Tao - IEEE Transactions on Industrial …, 2023 - ieeexplore.ieee.org
The force-based control algorithm of robotic multiple peg-in-hole assembly is a challenge.
For the difficulty of low adaptability of model-based control algorithms and low learning …

High performance assembly of complex structural parts in special environments–research on space manipulator assisted module docking method

Y Liu, Z Chen, J Gao, S Gan, E Kang - Robotic Intelligence and …, 2023 - emerald.com
Purpose Compared with the robotic manipulation in structured environment, high
performance assembly of complex parts in extreme special environment is facing great …

Error state probability-based compliance control for peg-in-hole assembly

X Tang, W Shang, J Hu, F Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper proposes an error state classifier based on the Gaussian Mixture Model (GMM)
and a compliance controller for the peg-in-hole assembly task. The concepts of error states …

A phased robotic assembly policy based on a PL-LSTM-SAC algorithm

Q Wang, Y Liu, Z Zhu, L Zhang, L Wang - Journal of Manufacturing Systems, 2025 - Elsevier
In order to address the problems with current robotic automated assembly such as
limitations of model-based methods in unstructured assembly scenarios, low training …