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This exercise explores Q-learning based on neural and table-based approaches.
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## Task 1: Q-Table based RL - Frozen-Lake
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1. Take a look at the [frozen-lake-documentation](https://gymnasium.farama.org/environments/toy_text/frozen_lake/), and familiarize yourself with the setup. Recall the Q-Table update Rule we saw during the lecture or take a look at [1, page 153]:
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1. Take a look at the [frozen-lake-documentation](https://gymnasium.farama.org/environments/toy_text/frozen_lake/), and familiarize yourself with the setup. Recall the Q-Table update Rule we saw during the lecture or take a look at [1, equation (6.8) on page 153]:
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```math
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\begin{align}

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