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Questions and Answers
What are the types of machine learning discussed in the text?
Supervised learning, Unsupervised learning, Reinforcement learning
Name some examples of recent advances in Reinforcement Learning.
Atari Game Player, Alpha Go
Differentiate between Reinforcement and Supervised Learning.
Reinforcement Learning learns through trial and error with a reward system, while Supervised Learning learns from labeled data.
What is one of the challenges of Reinforcement learning?
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Which representation is used in Agent state representation?
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What are the three main types of machine learning discussed in the text?
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What is the Bellman Equation related to in Reinforcement learning?
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Name one recent advance in Reinforcement Learning mentioned in the text.
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What is the main difference between Reinforcement Learning and Supervised Learning?
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What is one challenge of Reinforcement learning?
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What is the acronym for Markov Decision Process in Agent state representation?
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Name one method used in Model-free Control in Reinforcement learning.
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What type of learning involves Value Function Approximation?
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What is the integration of Planning with Learning called in Reinforcement learning?
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