Efficient meta-level control in bounded-rational agents

Authors:
Anita Raja;Victor Lesser
Affiliations:
University of Massachusetts, Amherst, Massachusetts;University of Massachusetts, Amherst, Massachusetts
Venue:
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Year:
2003

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Abstract

An important issue for complex agents operating in open real-time environments is how to sequence execution and computation actions without consuming too many resources. An empirical approach to this meta-level control problem is presented. We show that explicit meta-level control leads to significant improvement in agent performance.