Interactive Teaching Strategies for Agent Training

IJCAI, pp. 804-811, 2016.

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Abstract:

Agents learning how to act in new environments can benefit from input from more experienced agents or humans. This paper studies interactive teaching strategies for identifying when a student can benefit from teacher-advice in a reinforcement learning framework. In student-teacher learning, a teacher agent can advise the student on which ...More

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