Instruction: Describe a scenario where Transfer Learning is used in reinforcement learning, including the process and challenges involved.
Context: Candidates must demonstrate their capability to apply Transfer Learning concepts within the reinforcement learning paradigm, showcasing adaptability and innovative thinking.
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The way I'd approach it in an interview is this: In reinforcement learning, transfer can happen by reusing policies, representations, value functions, skills, or environment knowledge from earlier tasks to speed up learning in a related environment. That is...