MOdelling hybrid control systems with behaviour networks

We present an approach to model adaptive, dynamic hybrid control systems based on behaviour networks. We extend and modify the approach to behaviour networks with integrity constraints, non-ground rules, internal actions, and modules to make it self-adaptive and dynamic. The proposed approach is general, reconfigurable, robust, and suitable for environments that are dynamic and too complex to be entirely predictable, the controlling system having limited computational and time resources.

[1]  P. Maes How to Do the Right Thing , 1989 .

[2]  Michael C. Mozer,et al.  The Neural Network House: An Environment that Adapts to its Inhabitants , 1998 .

[3]  Xiaoyuan Tu,et al.  Artificial Animals for Computer Animation: Biomechanics, Locomotion, Perception, and Behavior , 1999, Lecture Notes in Computer Science.

[4]  P.J. Antsaklis,et al.  Supervisory control of hybrid systems , 2000, Proceedings of the IEEE.

[5]  Ueli Rutishauser,et al.  Control and learning of ambience by an intelligent building , 2005, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[6]  M. Minsky The Society of Mind , 1986 .

[7]  Pattie Maes,et al.  A bottom-up mechanism for behavior selection in an artificial creature , 1991 .

[8]  Paul Davidsson,et al.  A multi-agent system for controlling intelligent buildings , 2000, Proceedings Fourth International Conference on MultiAgent Systems.

[9]  T. Kellam,et al.  Artificial Minds , 1996, Inf. Process. Manag..

[10]  Rodney A. Brooks,et al.  A Robust Layered Control Syste For A Mobile Robot , 2022 .

[11]  Sun Fire V20z Sun Microsystems , 1996 .

[12]  R.R.H. Schiffelers,et al.  Relating Chi to hybrid automata , 2003, Proceedings of the 2003 Winter Simulation Conference, 2003..

[13]  Gene F. Franklin,et al.  Feedback Control of Dynamic Systems , 1986 .

[14]  Hani Hagras,et al.  Creating an ambient-intelligence environment using embedded agents , 2004, IEEE Intelligent Systems.

[15]  A. Nerode,et al.  Hybrid Control Systems: An Introductory Discussion to the Special Issue , 1998, IEEE Trans. Autom. Control..

[16]  José Júlio Alferes,et al.  Evolving Logic Programs , 2002, JELIA.

[17]  Darran Singleton An Evolvable Approach to the Maes Action Selection Mechanism , 2002 .

[18]  A. Nerode,et al.  Logics for hybrid systems , 2000, Proceedings of the IEEE.