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- W1927340427 abstract "Finding optimal or at least good monitoring strategies is an important consideration when designing an agent. We have applied genetic programming to this task, with mixed results. Since the agent control language was kept purposefully general, the set of monitoring strategies constitutes only a small part of the overall space of possible behaviors. Because of this, it was often difficult for the genetic algorithm to evolve them, even though their performance was superior. These results raise questions as to how easy it will be for genetic programming to scale up as the areas it is applied to become more complex. >" @default.
- W1927340427 created "2016-06-24" @default.
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- W1927340427 date "2002-12-17" @default.
- W1927340427 modified "2023-09-27" @default.
- W1927340427 title "Learning monitoring strategies: a difficult genetic programming application" @default.
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- W1927340427 doi "https://doi.org/10.1109/icec.1994.349931" @default.
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