Toward a Model of Intelligence as an Economy of Agents

Abstract

A market-based algorithm is presented which autonomously apportions complex tasks to multiple cooperating agents giving each agent the motivation of improving performance of the whole system. A specific model, called “The Hayek Machine” is proposed and tested on a simulated Blocks World (BW) planning problem. Hayek learns to solve more complex BW problems… (More)
DOI: 10.1023/A:1007593124513

Topics

5 Figures and Tables