Acquiring robot skills via reinforcement learning

V Gullapalli, JA Franklin… - IEEE Control Systems …, 1994 - ieeexplore.ieee.org
Skill acquisition is a difficult, yet important problem in robot performance. The authors focus
on two skills, namely robotic assembly and balancing and on two classic tasks to develop …

[图书][B] Ordinal optimization: Soft optimization for hard problems

YC Ho, QC Zhao, QS Jia - 2007 - books.google.com
Our civilization employs increasingly complex human-made systems, such as large-scale
electric power grids, air traffic control systems, manufacturing plants and supply chains, the …

Neural learning control of strict-feedback systems using disturbance observer

B Xu, Y Shou, J Luo, H Pu, Z Shi - IEEE transactions on neural …, 2018 - ieeexplore.ieee.org
This paper studies the compound learning control of disturbed uncertain strict-feedback
systems. The design is using the dynamic surface control equipped with a novel learning …

Disturbance observer-based dynamic surface control of transport aircraft with continuous heavy cargo airdrop

B Xu - IEEE Transactions on Systems, Man, and Cybernetics …, 2016 - ieeexplore.ieee.org
This paper investigates the dynamic surface control of nonlinear transport aircraft model
during the process of continuous heavy cargo airdrop in case of disturbance and actuator …

Constrained sampled-data ARC for a class of cascaded nonlinear systems with applications to motor-servo systems

W Sun, Y Liu, H Gao - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
In this paper, sampled-data adaptive robust control is proposed for a class of uncertain
cascaded nonlinear system with states and inputs constraints. The systematic design …

Time-varying formation control of a collaborative heterogeneous multi agent system

R Rahimi, F Abdollahi, K Naqshi - Robotics and autonomous systems, 2014 - Elsevier
In this paper, coherent formation control of a multi-agent system in the presence of time-
varying formation is studied. For special application of rescue and surveillance, a set of …

Global tracking controllers for flexible-joint manipulators: a comparative study

B Brogliato, R Ortega, R Lozano - Automatica, 1995 - Elsevier
Several new controller design techniques for global stabilization of nonlinear systems have
recently been reported. Typically, these methodologies provide the designer with various …

Distributed cooperative optimization for nonlinear heterogeneous MASs under intermittent communication

C Deng, L Xu, T Yang, D Yue… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, we investigate the distributed cooperative optimization problem for
heterogeneous uncertain high-order nonlinear multi-agent systems with an intermittent …

Modeling, identification, and control of a pneumatically actuated, force controllable robot

JE Bobrow, BW McDonell - IEEE transactions on Robotics and …, 1998 - ieeexplore.ieee.org
Focuses on modeling and control of a light-weight and inexpensive pneumatic robot that can
be used for position tracking and for end-effector force control. Unlike many previous …

Online recorded data-based composite neural control of strict-feedback systems with application to hypersonic flight dynamics

B Xu, D Yang, Z Shi, Y Pan, B Chen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper investigates the online recorded data-based composite neural control of
uncertain strict-feedback systems using the backstepping framework. In each step of the …