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[HTML][HTML] Robot learning towards smart robotic manufacturing: A review
Robotic equipment has been playing a central role since the proposal of smart
manufacturing. Since the beginning of the first integration of industrial robots into production …
manufacturing. Since the beginning of the first integration of industrial robots into production …
[HTML][HTML] A review: On path planning strategies for navigation of mobile robot
This paper presents the rigorous study of mobile robot navigation techniques used so far.
The step by step investigations of classical and reactive approaches are made here to …
The step by step investigations of classical and reactive approaches are made here to …
A deep reinforcement learning based method for real-time path planning and dynamic obstacle avoidance
P Chen, J Pei, W Lu, M Li - Neurocomputing, 2022 - Elsevier
In a dynamic environment, the moving obstacle makes the path planning of the manipulator
very difficult. Therefore, this paper proposes a path planning with dynamic obstacle …
very difficult. Therefore, this paper proposes a path planning with dynamic obstacle …
Reinforcement based mobile robot path planning with improved dynamic window approach in unknown environment
L Chang, L Shan, C Jiang, Y Dai - Autonomous robots, 2021 - Springer
Mobile robot path planning in an unknown environment is a fundamental and challenging
problem in the field of robotics. Dynamic window approach (DWA) is an effective method of …
problem in the field of robotics. Dynamic window approach (DWA) is an effective method of …
Reinforcement learning for robot research: A comprehensive review and open issues
T Zhang, H Mo - International Journal of Advanced Robotic …, 2021 - journals.sagepub.com
Applying the learning mechanism of natural living beings to endow intelligent robots with
humanoid perception and decision-making wisdom becomes an important force to promote …
humanoid perception and decision-making wisdom becomes an important force to promote …
Critical design and control issues of indoor autonomous mobile robots: A review
Robots that can move autonomously and can make intelligent decisions by perceiving their
environments and surrounding objects are known as autonomous mobile robots. Such …
environments and surrounding objects are known as autonomous mobile robots. Such …
An adaptive conversion speed Q-learning algorithm for search and rescue UAV path planning in unknown environments
J Wu, D Li, J Shi, X Li, L Gao, L Yu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the wide application of unmanned aerial vehicles (UAVs), performing search and
rescue missions autonomously in unknown environment has become an increasingly …
rescue missions autonomously in unknown environment has become an increasingly …
Motion planning for mobile robots—Focusing on deep reinforcement learning: A systematic review
H Sun, W Zhang, R Yu, Y Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
Mobile robots contributed significantly to the intelligent development of human society, and
the motion-planning policy is critical for mobile robots. This paper reviews the methods …
the motion-planning policy is critical for mobile robots. This paper reviews the methods …
Optimal path planning approach based on Q-learning algorithm for mobile robots
In fact, optimizing path within short computation time still remains a major challenge for
mobile robotics applications. In path planning and obstacles avoidance, Q-Learning (QL) …
mobile robotics applications. In path planning and obstacles avoidance, Q-Learning (QL) …
Past, present and future of path-planning algorithms for mobile robot navigation in dynamic environments
Mobile robots have been making a significant contribution to the advancement of many
sectors including automation of mining, space, surveillance, military, health, agriculture and …
sectors including automation of mining, space, surveillance, military, health, agriculture and …