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» Robust Adaptive Control Using Neural Networks and Projection
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IWAN
2000
Springer
15 years 3 months ago
Differentiated Quality of Service in Application Layer Active Networks
A novel approach to quality of service control in an active service network (application layer active network) is described. The approach makes use of a distributed genetic algori...
Chris M. Roadknight, Ian W. Marshall
GECCO
2007
Springer
178views Optimization» more  GECCO 2007»
15 years 5 months ago
Nonlinear dynamics modelling for controller evolution
The problem of how to acquire a model of a physical robot, which is fit for evolution of controllers that can subsequently be used to control that robot, is considered in the con...
Julian Togelius, Renzo De Nardi, Hugo Gravato Marq...
ICC
2008
IEEE
162views Communications» more  ICC 2008»
15 years 6 months ago
Distributed Opportunistic Scheduling in Multihop Wireless Ad Hoc Networks
Abstract—In this paper, we introduce a framework for distributed opportunistic scheduling in multihop wireless ad hoc networks. With the proposed framework, one can take a schedu...
Yijiang Sun, Victor O. K. Li, Ka-Cheong Leung
IJCNN
2006
IEEE
15 years 5 months ago
Reinforcement Learning Control for Biped Robot Walking on Uneven Surfaces
— Biped robots based on the concept of (passive) dynamic walking are far simpler than the traditional fullycontrolled walking robots, while achieving a more natural gait and cons...
Shouyi Wang, Jelmer Braaksma, Robert Babuska, Daan...
GECCO
2009
Springer
135views Optimization» more  GECCO 2009»
15 years 6 months ago
Neuroevolutionary reinforcement learning for generalized helicopter control
Helicopter hovering is an important challenge problem in the field of reinforcement learning. This paper considers several neuroevolutionary approaches to discovering robust cont...
Rogier Koppejan, Shimon Whiteson