Title :
Toward a systems- and control-oriented agent framework
Author :
Fregene, Kingsley ; Kennedy, Diane C. ; Wang, David W L
Author_Institution :
Honeywell Labs., Minneapolis, MN, USA
Abstract :
This paper develops a systems- and control-oriented intelligent agent framework called the hybrid intelligent control agent (HICA), as well as its composition into specific kinds of multiagent systems. HICA is essentially developed around a hybrid control system core so that knowledge-based planning and coordination can be integrated with verified hybrid control primitives to achieve the coordinated control of multiple multimode dynamical systems. The scheme is applied to the control of teams of unmanned air and ground vehicles engaged in a pursuit-evasion war game. Results are demonstrated in simulation.
Keywords :
control systems; intelligent control; multi-agent systems; planning (artificial intelligence); remotely operated vehicles; control system; control-oriented intelligent agent framework; cooperative system; coordinated control; hybrid intelligent control agent; knowledge-based planning; multiagent system; multimode dynamical system; pursuit-evasion war game; system oriented agent framework; unmanned air vehicle; unmanned ground vehicle; Automata; Control systems; Intelligent agent; Intelligent control; Land vehicles; Mobile robots; Multiagent systems; Remotely operated vehicles; Switches; Unmanned aerial vehicles; Control systems; cooperative systems; intelligent control; Algorithms; Artificial Intelligence; Cluster Analysis; Feedback; Information Storage and Retrieval; Pattern Recognition, Automated; Systems Integration; User-Computer Interface;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2005.848491