Abstract
This paper addresses the identification of the key elements to be present in a generic, behaviour-based architecture for robot control. These elements include the definition of behaviours aiming at rough task execution and the use of learning to improve the performance of the primitive behaviour set. Experimental results, with real and simulated systems, to demonstrate cooperative behaviour between a mobile platform and a manipulator are presented.
Similar content being viewed by others
References
Antsaklis, P., Lemmon, M. and Stiver, J. (1994) Modeling and design of hybrid control systems, in Proceedings of the 2nd IEEE Mediterranean Symposium on New Directions in Con-trol and Automation, Maleme-Chania, Crete, Greece, June.
Brooks, R. A. (1986) A robust layered control system for a mobile robot. IEEE Journal of Robotics and Automation, 2(1), 14–23.
Kosecká, J. (1995) Supervisory control theory for autonomous mobile agents, PhD Dissertation Proposal, University of Pennsylvania.
Millán, J. (1996) Rapid, safe, and incremental learning of navi-gation strategies. IEEE Transactions on Systems, Man and Cybernetics-Part B, 26(3), 408–420.
Millán, J. (1997) Incremental acquisition of local networks for the control of autonomous robots, in Proceedings of the 7th International Conference on Artificial Neural Networks, Lausanne, Switzerland, October.
Ramadge, P. and Wonham, W. (1987) Supervisory control of a class of discrete event processes. SIAM Journal of Control and Optimization, 25(1), 207–230.
Sequeira, J. and Ribeiro, M. I. (1997) A behaviour based kernel architecture for robot control, in Proceedings of SYR-OCO'97, Nantes, France, September.
Sequeira, J., Ribeiro, M. I. and Gonçalves, J. M. G. (1996) Co-operation among multiple robotic mechanisms, in Proceed-ings of SIRS'96, Lisbon Portugal, July.
Ward, K. and Arkin, R. (1994) Reactive control of a mobile manipulator using pseudo-joint damping, Technical Report, Georgia Institute of Technology.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Sequeira, J., Milla´n, J.D.R., Ribeiro, M.I. et al. Embedding learning in behaviour-based architectures: a conceptual approach. Journal of Intelligent Manufacturing 9, 201–207 (1998). https://doi.org/10.1023/A:1008832332433
Issue Date:
DOI: https://doi.org/10.1023/A:1008832332433