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Showing 1 to 2 of 2 for “"Human Agent Transfer"”.
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Human Agent Transfer from Observations
<p>Learning from human demonstration (LfD), among many speedup techniques for reinforcement learning (RL), has seen many successful applications. We consider one LfD technique called Human Agent Transfer (HAT), where a model of the human demonstrator’s decision function is induced via supervised …
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Team Learning from Human Demonstration with Coordination Confidence
… reinforcement learning (RL), learn- ing from human demonstration has a proven record of success. A related technique, called Human Agent Transfer (HAT), and its confidence-based derivatives have been successfully applied to single agent RL. This paper investigates their application to …