AI based robot safe learning and control
by Zhou, Xuefeng, Wu, Hongmin, Xu, Zhihao, Li, Shuai, Cheng, Taobo, Lv, Xiaojing
by Zhou, Xuefeng, Wu, Hongmin, Xu, Zhihao, Li, Shuai, Cheng, Taobo, Lv, Xiaojing
This open access book mainly focuses on the safe control of robot manipulators. The control schemes are mainly developed based on dynamic neural network, which is an important theoretical branch of deep reinforcement learning. In order to enhance the safety performance of robot …
by Zhou, Xuefeng, Wu, Hongmin, Xu, Zhihao, Li, Shuai, Cheng, Taobo, Lv, Xiaojing
This open access book mainly focuses on the safe control of robot manipulators. The control schemes are mainly developed based on dynamic neural network, which is an important theoretical branch of deep reinforcement learning. In order to enhance the safety performance of robot …
There has been great interest in "universal controllers" that mimic the functions of human processes to learn about the systems they are controlling on-line so that performance improves automatically. Neural network controllers are derived for robot manipulators in a variety of …
Chapter 2: Working with 3D Robot Modeling in ROS; ROS packages for robot modeling; Understanding robot modeling using URDF; Creating the ROS package for the robot description; Creating our first URDF model; Explaining the URDF file; Visualizing the robot 3D model in Rviz; Intera…
"The book illustrates basic principles along with the development of the advanced algorithms to realize smart robotic systems. It talks about strategies by which a robot (manipulators, mobile robot, quadrotor) can learn its own kinematics and dynamics from data. In this context,…
"The book illustrates basic principles along with the development of the advanced algorithms to realize smart robotic systems. It speaks to strategies by which a robot (manipulators, mobile robot, quadrotor) can learn its own kinematics and dynamics from data. In this context, t…
"The book illustrates basic principles along with the development of the advanced algorithms to realize smart robotic systems. It talks about strategies by which a robot (manipulators, mobile robot, quadrotor) can learn its own kinematics and dynamics from data. In this context,…
"The book illustrates basic principles along with the development of the advanced algorithms to realize smart robotic systems. It talks about strategies by which a robot (manipulators, mobile robot, quadrotor) can learn its own kinematics and dynamics from data. In this context,…