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Path planning for multi-arm manipulators using deep reinforcement learning: Soft actor–critic with hindsight experience replay
Since path planning for multi-arm manipulators is a complicated high-dimensional problem,
effective and fast path generation is not easy for the arbitrarily given start and goal locations …
effective and fast path generation is not easy for the arbitrarily given start and goal locations …
Enabling versatility and dexterity of the dual-arm manipulators: A general framework toward universal cooperative manipulation
Gras** and manipulating various kinds of objects cooperatively is the core skill of a dual-
arm robot when deployed as an autonomous agent in a human-centered environment. This …
arm robot when deployed as an autonomous agent in a human-centered environment. This …
eTaSL/eTC: A constraint-based task specification language and robot controller using expression graphs
This paper presents a new framework for constraint-based task specification of robot
controllers. A task specification language (eTaSL) is defined as well as a corresponding …
controllers. A task specification language (eTaSL) is defined as well as a corresponding …
Dynamic risk assessment and active response strategy for industrial human-robot collaboration
Z Liu, X Wang, Y Cai, W Xu, Q Liu, Z Zhou… - Computers & Industrial …, 2020 - Elsevier
To enhance flexibility and sustainability, human-robot collaboration is becoming a major
feature of next-generation robots. The safety assessment strategy is the first and crucial …
feature of next-generation robots. The safety assessment strategy is the first and crucial …
Whole-body impedance control of wheeled mobile manipulators: Stability analysis and experiments on the humanoid robot Rollin'Justin
Humanoid service robots in domestic environments have to interact with humans and their
surroundings in a safe and reliable way. One way to manage that is to equip the robotic …
surroundings in a safe and reliable way. One way to manage that is to equip the robotic …
Reactive whole-body control: Dynamic mobile manipulation using a large number of actuated degrees of freedom
As a result of intensive research over the last few decades, several robotic systems are
approaching a level of maturity that allows robust task execution and safe interaction with …
approaching a level of maturity that allows robust task execution and safe interaction with …
Trust-based variable impedance control of human–robot cooperative manipulation
Human–robot collaboration (HRC) systems integrate the strengths of humans and robots to
improve joint system performance. In particular, human–robot cooperative manipulation (co …
improve joint system performance. In particular, human–robot cooperative manipulation (co …
Real-time self-collision avoidance in joint space for humanoid robots
In this letter, we propose a real-time self-collision avoidance approach for whole-body
humanoid robot control. To achieve this, we learn the feasible regions of control in the …
humanoid robot control. To achieve this, we learn the feasible regions of control in the …
Integration of reactive, torque-based self-collision avoidance into a task hierarchy
Reactively dealing with self-collisions is an important requirement on multidegree-of-
freedom robots in unstructured and dynamic environments. Classical methods to integrate …
freedom robots in unstructured and dynamic environments. Classical methods to integrate …
A computationally efficient safety assessment for collaborative robotics applications
Safety during interaction with unstructured and dynamic environments is now a well
established requirement for complex robotic systems. A wide variety of approaches focus on …
established requirement for complex robotic systems. A wide variety of approaches focus on …