An explanation-based control (EBC) strategy is shown to be in some respects superior to the known human-constructed strategies from control theory. The dynamical system to be controlled is a complex one. Any solution necessarily drives the system far into a non-linear region in which chaotic regimes are typical. The EBC solution demonstrates better time efficiency, energy efficiency, and robustness to unmodeled dynamics than existing control theory solutions.
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