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The scientists uncovered that their method was amongst 5 and fifty times more economical than standard methods on an assortment of simulated duties. This gain in effectiveness allows the algorithm find out a better Remedy within a faster manner, in the end increasing the effectiveness of the AI agent.
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“We know It will be great to teach on all the tasks, but we puzzled if we could get absent with training on a subset of People tasks, use The end result to the many tasks, and however see a efficiency boost,” Wu suggests.
The algorithm strategically selects the best tasks for education an AI agent so it could possibly efficiently carry out all responsibilities in a group of associated responsibilities. In the case of targeted visitors signal control, Each and every process can be 1 intersection in the process House that features all intersections in the town.
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