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University of Texas at Dallas
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Achieve 94% success in turbulent plume navigation by dynamically growing, pruning, and freezing layers of a neural network policy, adapting to the complexity of the environment.
Achieve autonomous odor source localization with a UAV using only minimal onboard sensors and a sim-to-real trained policy, bypassing the need for complex mapping or external infrastructure.
