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Q-learning a. How long a sequence of training examples is needed to guarantee that Q-learning will learn the optimal policy? b. One effective TD learning
Q-learning a. How long a sequence of training examples is needed to guarantee that Q-learning will learn the optimal policy? b. One effective TD learning approach is to use a very optimistic (high) estimate for the initial utilities of actions. Why does this help in TD learning (what problem does it help avoid)? c. Another approach is for a Q-learning agent to act randomly on some fraction of actions, while avoid)? slowly decreasing this fraction. Why does this help in Q-learning (what problem does it help
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