Title
Robust Neuro-Optimal Control of Underactuated Snake Robots With Experience Replay.
Abstract
In this paper, the problem of path following for underactuated snake robots is investigated by using approximate dynamic programming and neural networks (NNs). The lateral undulatory gait of a snake robot is stabilized in a virtual holonomic constraint manifold through a partial feedback linearizing control law. Based on a dynamic compensator and Line-of-Sight guidance law, the path-following prob...
Year
DOI
Venue
2018
10.1109/TNNLS.2017.2768820
IEEE Transactions on Neural Networks and Learning Systems
Keywords
Field
DocType
Robots,Dynamics,Manifolds,Artificial neural networks,Nonlinear dynamical systems,Optimal control
Dynamic programming,Optimal control,Holonomic constraints,Nonlinear system,Computer science,Control theory,Underactuation,Robot,Artificial neural network,Tracking error
Journal
Volume
Issue
ISSN
29
1
2162-237X
Citations 
PageRank 
References 
7
0.45
25
Authors
4
Name
Order
Citations
PageRank
Cao Zhengcai14216.38
Qing Xiao2101.85
ran huang3314.52
MengChu Zhou48989534.94